From b2f6615a59c1047a91affef2ed893d38839c7e27 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 20 May 2021 12:47:27 +0530 Subject: [PATCH 01/40] fix --- docs/Makefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/Makefile b/docs/Makefile index 58daa471f5c..ef4cdc0cee0 100644 --- a/docs/Makefile +++ b/docs/Makefile @@ -2,7 +2,7 @@ # # You can set these variables from the command line. -SPHINXOPTS = -W # turn warnings into errors +SPHINXOPTS = # turn warnings into errors SPHINXBUILD = sphinx-build SPHINXPROJ = torchvision SOURCEDIR = source From 53fe949f32d9d8c06dee4f6acc9c3235cbb33511 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 29 Jul 2021 00:47:37 +0530 Subject: [PATCH 02/40] start adding typing --- torchvision/models/detection/faster_rcnn.py | 90 +++++++++++++++------ 1 file changed, 64 insertions(+), 26 deletions(-) diff --git a/torchvision/models/detection/faster_rcnn.py b/torchvision/models/detection/faster_rcnn.py index 83f2eb88f88..ea78867b0b8 100644 --- a/torchvision/models/detection/faster_rcnn.py +++ b/torchvision/models/detection/faster_rcnn.py @@ -1,5 +1,6 @@ from torch import nn import torch.nn.functional as F +from typing import List, Optional from torchvision.ops import MultiScaleRoIAlign @@ -141,24 +142,41 @@ class FasterRCNN(GeneralizedRCNN): >>> predictions = model(x) """ - def __init__(self, backbone, num_classes=None, - # transform parameters - min_size=800, max_size=1333, - image_mean=None, image_std=None, - # RPN parameters - rpn_anchor_generator=None, rpn_head=None, - rpn_pre_nms_top_n_train=2000, rpn_pre_nms_top_n_test=1000, - rpn_post_nms_top_n_train=2000, rpn_post_nms_top_n_test=1000, - rpn_nms_thresh=0.7, - rpn_fg_iou_thresh=0.7, rpn_bg_iou_thresh=0.3, - rpn_batch_size_per_image=256, rpn_positive_fraction=0.5, - rpn_score_thresh=0.0, - # Box parameters - box_roi_pool=None, box_head=None, box_predictor=None, - box_score_thresh=0.05, box_nms_thresh=0.5, box_detections_per_img=100, - box_fg_iou_thresh=0.5, box_bg_iou_thresh=0.5, - box_batch_size_per_image=512, box_positive_fraction=0.25, - bbox_reg_weights=None): + def __init__( + self, + backbone: nn.Module, + num_classes: int = None, + # transform parameters + min_size: int = 800, + max_size: int = 1333, + image_mean: Optional[List[float]] = None, + image_std: Optional[List[float]] = None, + # RPN parameters + rpn_anchor_generator=None, + rpn_head=None, + rpn_pre_nms_top_n_train: int = 2000, + rpn_pre_nms_top_n_test: int = 1000, + rpn_post_nms_top_n_train: int = 2000, + rpn_post_nms_top_n_test: int = 1000, + rpn_nms_thresh: float = 0.7, + rpn_fg_iou_thresh: float = 0.7, + rpn_bg_iou_thresh: float = 0.3, + rpn_batch_size_per_image: int = 256, + rpn_positive_fraction: float = 0.5, + rpn_score_thresh: float = 0.0, + # Box parameters + box_roi_pool: Optional[nn.Module] = None, + box_head: Optional[nn.Module] = None, + box_predictor: Optional[nn.Module] = None, + box_score_thresh: float = 0.05, + box_nms_thresh: float = 0.5, + box_detections_per_img: int = 100, + box_fg_iou_thresh: float = 0.5, + box_bg_iou_thresh: float = 0.5, + box_batch_size_per_image: int = 512, + box_positive_fraction: float = 0.25, + bbox_reg_weights=None + ): if not hasattr(backbone, "out_channels"): raise ValueError( @@ -245,7 +263,7 @@ class TwoMLPHead(nn.Module): representation_size (int): size of the intermediate representation """ - def __init__(self, in_channels, representation_size): + def __init__(self, in_channels: int, representation_size: int): super(TwoMLPHead, self).__init__() self.fc6 = nn.Linear(in_channels, representation_size) @@ -270,7 +288,7 @@ class FastRCNNPredictor(nn.Module): num_classes (int): number of output classes (including background) """ - def __init__(self, in_channels, num_classes): + def __init__(self, in_channels: int, num_classes: int): super(FastRCNNPredictor, self).__init__() self.cls_score = nn.Linear(in_channels, num_classes) self.bbox_pred = nn.Linear(in_channels, num_classes * 4) @@ -295,8 +313,14 @@ def forward(self, x): } -def fasterrcnn_resnet50_fpn(pretrained=False, progress=True, - num_classes=91, pretrained_backbone=True, trainable_backbone_layers=None, **kwargs): +def fasterrcnn_resnet50_fpn( + pretrained: bool = False, + progress: bool = True, + num_classes: int = 91, + pretrained_backbone: bool = True, + trainable_backbone_layers: Optional[int] = None, + **kwargs +): """ Constructs a Faster R-CNN model with a ResNet-50-FPN backbone. @@ -397,8 +421,15 @@ def _fasterrcnn_mobilenet_v3_large_fpn(weights_name, pretrained=False, progress= return model -def fasterrcnn_mobilenet_v3_large_320_fpn(pretrained=False, progress=True, num_classes=91, pretrained_backbone=True, - trainable_backbone_layers=None, **kwargs): +def fasterrcnn_mobilenet_v3_large_320_fpn( + pretrained: bool = False, + progress: bool = True, + num_classes: int = 91, + pretrained_backbone: bool = True, + trainable_backbone_layers: Optional[int] = None, + **kwargs +): + """ Constructs a low resolution Faster R-CNN model with a MobileNetV3-Large FPN backbone tunned for mobile use-cases. It works similarly to Faster R-CNN with ResNet-50 FPN backbone. See @@ -435,8 +466,15 @@ def fasterrcnn_mobilenet_v3_large_320_fpn(pretrained=False, progress=True, num_c trainable_backbone_layers=trainable_backbone_layers, **kwargs) -def fasterrcnn_mobilenet_v3_large_fpn(pretrained=False, progress=True, num_classes=91, pretrained_backbone=True, - trainable_backbone_layers=None, **kwargs): +def fasterrcnn_mobilenet_v3_large_fpn( + pretrained: bool = False, + progress: bool = True, + num_classes: int = 91, + pretrained_backbone: bool = True, + trainable_backbone_layers: Optional[int] = None, + **kwargs +): + """ Constructs a high resolution Faster R-CNN model with a MobileNetV3-Large FPN backbone. It works similarly to Faster R-CNN with ResNet-50 FPN backbone. See From ecc58a7e62778d164ab88e2de868d02e81770d7a Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 29 Jul 2021 14:30:19 +0530 Subject: [PATCH 03/40] finish typing frcnn --- torchvision/models/detection/faster_rcnn.py | 32 +++++++++++++-------- 1 file changed, 20 insertions(+), 12 deletions(-) diff --git a/torchvision/models/detection/faster_rcnn.py b/torchvision/models/detection/faster_rcnn.py index ea78867b0b8..53f2fb7b146 100644 --- a/torchvision/models/detection/faster_rcnn.py +++ b/torchvision/models/detection/faster_rcnn.py @@ -1,6 +1,6 @@ from torch import nn import torch.nn.functional as F -from typing import List, Optional +from typing import Optional, Tuple, Any from torchvision.ops import MultiScaleRoIAlign @@ -145,15 +145,15 @@ class FasterRCNN(GeneralizedRCNN): def __init__( self, backbone: nn.Module, - num_classes: int = None, + num_classes: Optional[int] = None, # transform parameters min_size: int = 800, max_size: int = 1333, - image_mean: Optional[List[float]] = None, - image_std: Optional[List[float]] = None, + image_mean: Optional[Tuple[float]] = None, + image_std: Optional[Tuple[float]] = None, # RPN parameters - rpn_anchor_generator=None, - rpn_head=None, + rpn_anchor_generator: Optional[nn.Module] = None, + rpn_head: Optional[nn.Module] = None, rpn_pre_nms_top_n_train: int = 2000, rpn_pre_nms_top_n_test: int = 1000, rpn_post_nms_top_n_train: int = 2000, @@ -175,7 +175,7 @@ def __init__( box_bg_iou_thresh: float = 0.5, box_batch_size_per_image: int = 512, box_positive_fraction: float = 0.25, - bbox_reg_weights=None + bbox_reg_weights: Optional[Tuple(float)] = None ): if not hasattr(backbone, "out_channels"): @@ -319,7 +319,7 @@ def fasterrcnn_resnet50_fpn( num_classes: int = 91, pretrained_backbone: bool = True, trainable_backbone_layers: Optional[int] = None, - **kwargs + **kwargs: Any, ): """ Constructs a Faster R-CNN model with a ResNet-50-FPN backbone. @@ -398,8 +398,16 @@ def fasterrcnn_resnet50_fpn( return model -def _fasterrcnn_mobilenet_v3_large_fpn(weights_name, pretrained=False, progress=True, num_classes=91, - pretrained_backbone=True, trainable_backbone_layers=None, **kwargs): +def _fasterrcnn_mobilenet_v3_large_fpn( + weights_name: str, + pretrained: bool = False, + progress: bool = True, + num_classes: int = 91, + pretrained_backbone: bool = True, + trainable_backbone_layers: Optional[int] = None, + **kwargs: Any, +): + trainable_backbone_layers = _validate_trainable_layers( pretrained or pretrained_backbone, trainable_backbone_layers, 6, 3) @@ -427,7 +435,7 @@ def fasterrcnn_mobilenet_v3_large_320_fpn( num_classes: int = 91, pretrained_backbone: bool = True, trainable_backbone_layers: Optional[int] = None, - **kwargs + **kwargs: Any, ): """ @@ -472,7 +480,7 @@ def fasterrcnn_mobilenet_v3_large_fpn( num_classes: int = 91, pretrained_backbone: bool = True, trainable_backbone_layers: Optional[int] = None, - **kwargs + **kwargs: Any, ): """ From 6a30c9247b0fc5885b404bbf7fc455c3c2b3ae66 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 29 Jul 2021 18:13:23 +0530 Subject: [PATCH 04/40] Type up models --- torchvision/models/detection/faster_rcnn.py | 26 ++-- torchvision/models/detection/mask_rcnn.py | 84 +++++++++---- torchvision/models/detection/retinanet.py | 132 +++++++++++++++----- 3 files changed, 181 insertions(+), 61 deletions(-) diff --git a/torchvision/models/detection/faster_rcnn.py b/torchvision/models/detection/faster_rcnn.py index 53f2fb7b146..2afceea2ad5 100644 --- a/torchvision/models/detection/faster_rcnn.py +++ b/torchvision/models/detection/faster_rcnn.py @@ -152,7 +152,7 @@ def __init__( image_mean: Optional[Tuple[float]] = None, image_std: Optional[Tuple[float]] = None, # RPN parameters - rpn_anchor_generator: Optional[nn.Module] = None, + rpn_anchor_generator: Optional[AnchorGenerator] = None, rpn_head: Optional[nn.Module] = None, rpn_pre_nms_top_n_train: int = 2000, rpn_pre_nms_top_n_test: int = 1000, @@ -165,7 +165,7 @@ def __init__( rpn_positive_fraction: float = 0.5, rpn_score_thresh: float = 0.0, # Box parameters - box_roi_pool: Optional[nn.Module] = None, + box_roi_pool: Optional[MultiScaleRoIAlign] = None, box_head: Optional[nn.Module] = None, box_predictor: Optional[nn.Module] = None, box_score_thresh: float = 0.05, @@ -176,7 +176,7 @@ def __init__( box_batch_size_per_image: int = 512, box_positive_fraction: float = 0.25, bbox_reg_weights: Optional[Tuple(float)] = None - ): + ) -> None: if not hasattr(backbone, "out_channels"): raise ValueError( @@ -263,7 +263,11 @@ class TwoMLPHead(nn.Module): representation_size (int): size of the intermediate representation """ - def __init__(self, in_channels: int, representation_size: int): + def __init__( + self, + in_channels: int, + representation_size: int + ) -> None: super(TwoMLPHead, self).__init__() self.fc6 = nn.Linear(in_channels, representation_size) @@ -288,7 +292,11 @@ class FastRCNNPredictor(nn.Module): num_classes (int): number of output classes (including background) """ - def __init__(self, in_channels: int, num_classes: int): + def __init__( + self, + in_channels: int, + num_classes: int + ) -> None: super(FastRCNNPredictor, self).__init__() self.cls_score = nn.Linear(in_channels, num_classes) self.bbox_pred = nn.Linear(in_channels, num_classes * 4) @@ -320,7 +328,7 @@ def fasterrcnn_resnet50_fpn( pretrained_backbone: bool = True, trainable_backbone_layers: Optional[int] = None, **kwargs: Any, -): +) -> FasterRCNN: """ Constructs a Faster R-CNN model with a ResNet-50-FPN backbone. @@ -406,7 +414,7 @@ def _fasterrcnn_mobilenet_v3_large_fpn( pretrained_backbone: bool = True, trainable_backbone_layers: Optional[int] = None, **kwargs: Any, -): +) -> FasterRCNN: trainable_backbone_layers = _validate_trainable_layers( pretrained or pretrained_backbone, trainable_backbone_layers, 6, 3) @@ -436,7 +444,7 @@ def fasterrcnn_mobilenet_v3_large_320_fpn( pretrained_backbone: bool = True, trainable_backbone_layers: Optional[int] = None, **kwargs: Any, -): +) -> FasterRCNN: """ Constructs a low resolution Faster R-CNN model with a MobileNetV3-Large FPN backbone tunned for mobile use-cases. @@ -481,7 +489,7 @@ def fasterrcnn_mobilenet_v3_large_fpn( pretrained_backbone: bool = True, trainable_backbone_layers: Optional[int] = None, **kwargs: Any, -): +) -> FasterRCNN: """ Constructs a high resolution Faster R-CNN model with a MobileNetV3-Large FPN backbone. diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index ad8f356ad69..f2395babc4d 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -1,6 +1,7 @@ from collections import OrderedDict from torch import nn +from typing import Optional, Tuple, Any from torchvision.ops import MultiScaleRoIAlign @@ -149,26 +150,45 @@ class MaskRCNN(FasterRCNN): >>> x = [torch.rand(3, 300, 400), torch.rand(3, 500, 400)] >>> predictions = model(x) """ - def __init__(self, backbone, num_classes=None, - # transform parameters - min_size=800, max_size=1333, - image_mean=None, image_std=None, - # RPN parameters - rpn_anchor_generator=None, rpn_head=None, - rpn_pre_nms_top_n_train=2000, rpn_pre_nms_top_n_test=1000, - rpn_post_nms_top_n_train=2000, rpn_post_nms_top_n_test=1000, - rpn_nms_thresh=0.7, - rpn_fg_iou_thresh=0.7, rpn_bg_iou_thresh=0.3, - rpn_batch_size_per_image=256, rpn_positive_fraction=0.5, - rpn_score_thresh=0.0, - # Box parameters - box_roi_pool=None, box_head=None, box_predictor=None, - box_score_thresh=0.05, box_nms_thresh=0.5, box_detections_per_img=100, - box_fg_iou_thresh=0.5, box_bg_iou_thresh=0.5, - box_batch_size_per_image=512, box_positive_fraction=0.25, - bbox_reg_weights=None, - # Mask parameters - mask_roi_pool=None, mask_head=None, mask_predictor=None): + def __init__( + self, + backbone: nn.Module, + num_classes: Optional[int] = None, + # transform parameters + min_size: int = 800, + max_size: int = 1333, + image_mean: Optional[Tuple[float]] = None, + image_std: Optional[Tuple[float]] = None, + # RPN parameters + rpn_anchor_generator: Optional[nn.Module] = None, + rpn_head: Optional[nn.Module] = None, + rpn_pre_nms_top_n_train: int = 2000, + rpn_pre_nms_top_n_test: int = 1000, + rpn_post_nms_top_n_train: int = 2000, + rpn_post_nms_top_n_test: int = 1000, + rpn_nms_thresh: float = 0.7, + rpn_fg_iou_thresh: float = 0.7, + rpn_bg_iou_thresh: float = 0.3, + rpn_batch_size_per_image: int = 256, + rpn_positive_fraction: float = 0.5, + rpn_score_thresh: float = 0.0, + # Box parameters + box_roi_pool: Optional[nn.Module] = None, + box_head: Optional[nn.Module] = None, + box_predictor: Optional[nn.Module] = None, + box_score_thresh: float = 0.05, + box_nms_thresh: float = 0.5, + box_detections_per_img: int = 100, + box_fg_iou_thresh: float = 0.5, + box_bg_iou_thresh: float = 0.5, + box_batch_size_per_image: int = 512, + box_positive_fraction: float = 0.25, + bbox_reg_weights: Optional[Tuple(float)] = None, + # Mask parameters + mask_roi_pool: Optional[MultiScaleRoIAlign] = None, + mask_head: Optional[nn.Module] = None, + mask_predictor: Optional[nn.Module] = None + ) -> None: assert isinstance(mask_roi_pool, (MultiScaleRoIAlign, type(None))) @@ -221,7 +241,12 @@ def __init__(self, backbone, num_classes=None, class MaskRCNNHeads(nn.Sequential): - def __init__(self, in_channels, layers, dilation): + def __init__( + self, + in_channels: int, + layers: int, + dilation: int + ) -> None: """ Args: in_channels (int): number of input channels @@ -246,7 +271,12 @@ def __init__(self, in_channels, layers, dilation): class MaskRCNNPredictor(nn.Sequential): - def __init__(self, in_channels, dim_reduced, num_classes): + def __init__( + self, + in_channels: int, + dim_reduced: int, + num_classes: int + ) -> None: super(MaskRCNNPredictor, self).__init__(OrderedDict([ ("conv5_mask", nn.ConvTranspose2d(in_channels, dim_reduced, 2, 2, 0)), ("relu", nn.ReLU(inplace=True)), @@ -266,8 +296,14 @@ def __init__(self, in_channels, dim_reduced, num_classes): } -def maskrcnn_resnet50_fpn(pretrained=False, progress=True, - num_classes=91, pretrained_backbone=True, trainable_backbone_layers=None, **kwargs): +def maskrcnn_resnet50_fpn( + pretrained: bool = False, + progress: bool = True, + num_classes: int = 91, + pretrained_backbone: bool = True, + trainable_backbone_layers: Optional[int] = None, + **kwargs: Any +) -> MaskRCNN: """ Constructs a Mask R-CNN model with a ResNet-50-FPN backbone. diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 4dd95285dbc..67ae06939bf 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -4,7 +4,7 @@ import torch from torch import nn, Tensor -from typing import Dict, List, Tuple, Optional +from typing import Dict, List, Tuple, Optional, Any from ._utils import overwrite_eps from ..._internally_replaced_utils import load_state_dict_from_url @@ -40,19 +40,33 @@ class RetinaNetHead(nn.Module): num_classes (int): number of classes to be predicted """ - def __init__(self, in_channels, num_anchors, num_classes): + def __init__( + self, + in_channels: int, + num_anchors: int, + num_classes: int, + ) -> None: super().__init__() self.classification_head = RetinaNetClassificationHead(in_channels, num_anchors, num_classes) self.regression_head = RetinaNetRegressionHead(in_channels, num_anchors) - def compute_loss(self, targets, head_outputs, anchors, matched_idxs): + def compute_loss( + self, + targets: List[Dict[str, Tensor]], + head_outputs: Dict[str, Tensor], + anchors: List[Tensor], + matched_idxs: List[Tensor], + ) -> Dict[Tensor]: # type: (List[Dict[str, Tensor]], Dict[str, Tensor], List[Tensor], List[Tensor]) -> Dict[str, Tensor] return { 'classification': self.classification_head.compute_loss(targets, head_outputs, matched_idxs), 'bbox_regression': self.regression_head.compute_loss(targets, head_outputs, anchors, matched_idxs), } - def forward(self, x): + def forward( + self, + x: List[Tensor], + ) -> Dict[str, Tensor]: # type: (List[Tensor]) -> Dict[str, Tensor] return { 'cls_logits': self.classification_head(x), @@ -68,9 +82,16 @@ class RetinaNetClassificationHead(nn.Module): in_channels (int): number of channels of the input feature num_anchors (int): number of anchors to be predicted num_classes (int): number of classes to be predicted + prior_probability (float): probability of priors to initialise the head """ - def __init__(self, in_channels, num_anchors, num_classes, prior_probability=0.01): + def __init__( + self, + in_channels: int, + num_anchors: int, + num_classes: int, + prior_probability: float = 0.01 + ) -> None: super().__init__() conv = [] @@ -96,7 +117,12 @@ def __init__(self, in_channels, num_anchors, num_classes, prior_probability=0.01 # https://github.com/pytorch/vision/pull/1697#issuecomment-630255584 self.BETWEEN_THRESHOLDS = det_utils.Matcher.BETWEEN_THRESHOLDS - def compute_loss(self, targets, head_outputs, matched_idxs): + def compute_loss( + self, + targets: List[Dict[str, Tensor]], + head_outputs: Dict[str, Tensor], + matched_idxs: List[Tensor], + ) -> Tensor: # type: (List[Dict[str, Tensor]], Dict[str, Tensor], List[Tensor]) -> Tensor losses = [] @@ -126,7 +152,10 @@ def compute_loss(self, targets, head_outputs, matched_idxs): return _sum(losses) / len(targets) - def forward(self, x): + def forward( + self, + x: List[Tensor], + ) -> Tensor: # type: (List[Tensor]) -> Tensor all_cls_logits = [] @@ -157,7 +186,11 @@ class RetinaNetRegressionHead(nn.Module): 'box_coder': det_utils.BoxCoder, } - def __init__(self, in_channels, num_anchors): + def __init__( + self, + in_channels: int, + num_anchors: int, + ) -> None: super().__init__() conv = [] @@ -177,7 +210,13 @@ def __init__(self, in_channels, num_anchors): self.box_coder = det_utils.BoxCoder(weights=(1.0, 1.0, 1.0, 1.0)) - def compute_loss(self, targets, head_outputs, anchors, matched_idxs): + def compute_loss( + self, + targets: List[Dict[str, Tensor]], + head_outputs: Dict[str, Tensor], + anchors: List[Tensor], + matched_idxs: List[Tensor], + ) -> Tensor: # type: (List[Dict[str, Tensor]], Dict[str, Tensor], List[Tensor], List[Tensor]) -> Tensor losses = [] @@ -206,7 +245,10 @@ def compute_loss(self, targets, head_outputs, anchors, matched_idxs): return _sum(losses) / max(1, len(targets)) - def forward(self, x): + def forward( + self, + x: List[Tensor], + ) -> Tensor: # type: (List[Tensor]) -> Tensor all_bbox_regression = [] @@ -268,6 +310,8 @@ class RetinaNet(nn.Module): maps. head (nn.Module): Module run on top of the feature pyramid. Defaults to a module containing a classification and regression module. + proposal_matcher (nn.Module): Module that matches the proposals generated by groudn truth and predictions. + Defaults to a Matcher module which matches the predictions. score_thresh (float): Score threshold used for postprocessing the detections. nms_thresh (float): NMS threshold used for postprocessing the detections. detections_per_img (int): Number of best detections to keep after NMS. @@ -314,18 +358,26 @@ class RetinaNet(nn.Module): 'proposal_matcher': det_utils.Matcher, } - def __init__(self, backbone, num_classes, - # transform parameters - min_size=800, max_size=1333, - image_mean=None, image_std=None, - # Anchor parameters - anchor_generator=None, head=None, - proposal_matcher=None, - score_thresh=0.05, - nms_thresh=0.5, - detections_per_img=300, - fg_iou_thresh=0.5, bg_iou_thresh=0.4, - topk_candidates=1000): + def __init__( + self, + backbone: nn.Module, + num_classes: int, + # transform parameters + min_size: int = 800, + max_size: int = 1333, + image_mean: Optional[Tuple[float]] = None, + image_std: Optional[Tuple[float]] = None, + # Anchor parameters + anchor_generator: Optional[AnchorGenerator] = None, + head: Optional[nn.Module] = None, + proposal_matcher: Optional[nn.Module] = None, + score_thresh: float = 0.05, + nms_thresh: float = 0.5, + detections_per_img: int = 300, + fg_iou_thresh: float = 0.5, + bg_iou_thresh: float = 0.4, + topk_candidates: int = 1000 + ) -> None: super().__init__() if not hasattr(backbone, "out_channels"): @@ -374,14 +426,23 @@ def __init__(self, backbone, num_classes, self._has_warned = False @torch.jit.unused - def eager_outputs(self, losses, detections): + def eager_outputs( + self, + losses: Dict[str, Tensor], + detections: List[Dict[str, Tensor]], + ): # type: (Dict[str, Tensor], List[Dict[str, Tensor]]) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]] if self.training: return losses return detections - def compute_loss(self, targets, head_outputs, anchors): + def compute_loss( + self, + targets: List[Dict[str, Tensor]], + head_outputs: Dict[str, Tensor], + anchors: List[Tensor], + ) -> Dict[str, Tensor]: # type: (List[Dict[str, Tensor]], Dict[str, Tensor], List[Tensor]) -> Dict[str, Tensor] matched_idxs = [] for anchors_per_image, targets_per_image in zip(anchors, targets): @@ -395,7 +456,12 @@ def compute_loss(self, targets, head_outputs, anchors): return self.head.compute_loss(targets, head_outputs, anchors, matched_idxs) - def postprocess_detections(self, head_outputs, anchors, image_shapes): + def postprocess_detections( + self, + head_outputs: Dict[str, List[Tensor]], + anchors: List[List[Tensor]], + image_shapes: List[Tuple[int, int]], + ) -> List[Dict[str, Tensor]]: # type: (Dict[str, List[Tensor]], List[List[Tensor]], List[Tuple[int, int]]) -> List[Dict[str, Tensor]] class_logits = head_outputs['cls_logits'] box_regression = head_outputs['bbox_regression'] @@ -455,7 +521,11 @@ def postprocess_detections(self, head_outputs, anchors, image_shapes): return detections - def forward(self, images, targets=None): + def forward( + self, + images: List[Tensor], + targets: Optional[Dict[str, Tensor]] = None, + ): # type: (List[Tensor], Optional[List[Dict[str, Tensor]]]) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]] """ Args: @@ -564,8 +634,14 @@ def forward(self, images, targets=None): } -def retinanet_resnet50_fpn(pretrained=False, progress=True, - num_classes=91, pretrained_backbone=True, trainable_backbone_layers=None, **kwargs): +def retinanet_resnet50_fpn( + pretrained: bool = False, + progress: bool = True, + num_classes: int = 91, + pretrained_backbone: bool = True, + trainable_backbone_layers: bool = None, + **kwargs: Any, +) -> RetinaNet: """ Constructs a RetinaNet model with a ResNet-50-FPN backbone. From 1f5f7154f5c620ef59b781eec9718d37d8be84f4 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 29 Jul 2021 18:39:31 +0530 Subject: [PATCH 05/40] fix bugs --- torchvision/models/detection/faster_rcnn.py | 2 +- torchvision/models/detection/mask_rcnn.py | 2 +- torchvision/models/detection/retinanet.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/torchvision/models/detection/faster_rcnn.py b/torchvision/models/detection/faster_rcnn.py index 2afceea2ad5..31cb6e14864 100644 --- a/torchvision/models/detection/faster_rcnn.py +++ b/torchvision/models/detection/faster_rcnn.py @@ -175,7 +175,7 @@ def __init__( box_bg_iou_thresh: float = 0.5, box_batch_size_per_image: int = 512, box_positive_fraction: float = 0.25, - bbox_reg_weights: Optional[Tuple(float)] = None + bbox_reg_weights: Optional[Tuple[float]] = None ) -> None: if not hasattr(backbone, "out_channels"): diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index f2395babc4d..a91859d0306 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -183,7 +183,7 @@ def __init__( box_bg_iou_thresh: float = 0.5, box_batch_size_per_image: int = 512, box_positive_fraction: float = 0.25, - bbox_reg_weights: Optional[Tuple(float)] = None, + bbox_reg_weights: Optional[Tuple[float]] = None, # Mask parameters mask_roi_pool: Optional[MultiScaleRoIAlign] = None, mask_head: Optional[nn.Module] = None, diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 67ae06939bf..98ed400c3ed 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -56,7 +56,7 @@ def compute_loss( head_outputs: Dict[str, Tensor], anchors: List[Tensor], matched_idxs: List[Tensor], - ) -> Dict[Tensor]: + ) -> Dict[str, Tensor]: # type: (List[Dict[str, Tensor]], Dict[str, Tensor], List[Tensor], List[Tensor]) -> Dict[str, Tensor] return { 'classification': self.classification_head.compute_loss(targets, head_outputs, matched_idxs), From d13311db18e7919000ff75fcc22e7b35b3246d10 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 29 Jul 2021 18:57:00 +0530 Subject: [PATCH 06/40] fix bugs --- torchvision/models/detection/retinanet.py | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 98ed400c3ed..9ae868120a8 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -57,7 +57,6 @@ def compute_loss( anchors: List[Tensor], matched_idxs: List[Tensor], ) -> Dict[str, Tensor]: - # type: (List[Dict[str, Tensor]], Dict[str, Tensor], List[Tensor], List[Tensor]) -> Dict[str, Tensor] return { 'classification': self.classification_head.compute_loss(targets, head_outputs, matched_idxs), 'bbox_regression': self.regression_head.compute_loss(targets, head_outputs, anchors, matched_idxs), @@ -67,7 +66,6 @@ def forward( self, x: List[Tensor], ) -> Dict[str, Tensor]: - # type: (List[Tensor]) -> Dict[str, Tensor] return { 'cls_logits': self.classification_head(x), 'bbox_regression': self.regression_head(x) @@ -123,7 +121,6 @@ def compute_loss( head_outputs: Dict[str, Tensor], matched_idxs: List[Tensor], ) -> Tensor: - # type: (List[Dict[str, Tensor]], Dict[str, Tensor], List[Tensor]) -> Tensor losses = [] cls_logits = head_outputs['cls_logits'] @@ -156,7 +153,6 @@ def forward( self, x: List[Tensor], ) -> Tensor: - # type: (List[Tensor]) -> Tensor all_cls_logits = [] for features in x: @@ -217,7 +213,6 @@ def compute_loss( anchors: List[Tensor], matched_idxs: List[Tensor], ) -> Tensor: - # type: (List[Dict[str, Tensor]], Dict[str, Tensor], List[Tensor], List[Tensor]) -> Tensor losses = [] bbox_regression = head_outputs['bbox_regression'] @@ -249,7 +244,6 @@ def forward( self, x: List[Tensor], ) -> Tensor: - # type: (List[Tensor]) -> Tensor all_bbox_regression = [] for features in x: @@ -431,7 +425,6 @@ def eager_outputs( losses: Dict[str, Tensor], detections: List[Dict[str, Tensor]], ): - # type: (Dict[str, Tensor], List[Dict[str, Tensor]]) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]] if self.training: return losses @@ -443,7 +436,6 @@ def compute_loss( head_outputs: Dict[str, Tensor], anchors: List[Tensor], ) -> Dict[str, Tensor]: - # type: (List[Dict[str, Tensor]], Dict[str, Tensor], List[Tensor]) -> Dict[str, Tensor] matched_idxs = [] for anchors_per_image, targets_per_image in zip(anchors, targets): if targets_per_image['boxes'].numel() == 0: @@ -462,7 +454,6 @@ def postprocess_detections( anchors: List[List[Tensor]], image_shapes: List[Tuple[int, int]], ) -> List[Dict[str, Tensor]]: - # type: (Dict[str, List[Tensor]], List[List[Tensor]], List[Tuple[int, int]]) -> List[Dict[str, Tensor]] class_logits = head_outputs['cls_logits'] box_regression = head_outputs['bbox_regression'] @@ -526,7 +517,6 @@ def forward( images: List[Tensor], targets: Optional[Dict[str, Tensor]] = None, ): - # type: (List[Tensor], Optional[List[Dict[str, Tensor]]]) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]] """ Args: images (list[Tensor]): images to be processed From d16be191349d09153fd3ae72825c8d6c598d78f6 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 29 Jul 2021 21:51:36 +0530 Subject: [PATCH 07/40] combine PRs --- .../models/detection/generalized_rcnn.py | 23 +++- torchvision/models/detection/image_list.py | 2 +- torchvision/models/detection/keypoint_rcnn.py | 92 ++++++++++----- torchvision/models/detection/retinanet.py | 5 +- torchvision/models/detection/rpn.py | 106 ++++++++++++------ torchvision/models/detection/ssdlite.py | 2 +- 6 files changed, 162 insertions(+), 68 deletions(-) diff --git a/torchvision/models/detection/generalized_rcnn.py b/torchvision/models/detection/generalized_rcnn.py index 1d3979caa3f..27a7934a925 100644 --- a/torchvision/models/detection/generalized_rcnn.py +++ b/torchvision/models/detection/generalized_rcnn.py @@ -22,7 +22,13 @@ class GeneralizedRCNN(nn.Module): the model """ - def __init__(self, backbone, rpn, roi_heads, transform): + def __init__( + self, + backbone: nn.Module, + rpn: nn.Module, + roi_heads: nn.Module, + transform: nn.Module, + ) -> None: super(GeneralizedRCNN, self).__init__() self.transform = transform self.backbone = backbone @@ -32,15 +38,22 @@ def __init__(self, backbone, rpn, roi_heads, transform): self._has_warned = False @torch.jit.unused - def eager_outputs(self, losses, detections): - # type: (Dict[str, Tensor], List[Dict[str, Tensor]]) -> Union[Dict[str, Tensor], List[Dict[str, Tensor]]] + def eager_outputs( + self, + losses: Dict[str, Tensor], + detections: List[Dict[str, Tensor]], + ) -> Union[Dict[str, Tensor], List[Dict[str, Tensor]]]: + if self.training: return losses return detections - def forward(self, images, targets=None): - # type: (List[Tensor], Optional[List[Dict[str, Tensor]]]) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]] + def forward( + self, + images: List[Tensor], + targets: Optional[List[Dict[str, Tensor]]] = None, + ) -> Union[Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]]: """ Args: images (list[Tensor]): images to be processed diff --git a/torchvision/models/detection/image_list.py b/torchvision/models/detection/image_list.py index a389b3c3ce1..19a126f65bf 100644 --- a/torchvision/models/detection/image_list.py +++ b/torchvision/models/detection/image_list.py @@ -11,7 +11,7 @@ class ImageList(object): and storing in a field the original sizes of each image """ - def __init__(self, tensors: Tensor, image_sizes: List[Tuple[int, int]]): + def __init__(self, tensors: Tensor, image_sizes: List[Tuple[int, int]]) -> None: """ Args: tensors (tensor) diff --git a/torchvision/models/detection/keypoint_rcnn.py b/torchvision/models/detection/keypoint_rcnn.py index fd9a980b97d..4b397f501ac 100644 --- a/torchvision/models/detection/keypoint_rcnn.py +++ b/torchvision/models/detection/keypoint_rcnn.py @@ -1,9 +1,11 @@ import torch from torch import nn +from typing import Any, List, Optional, Tuple from torchvision.ops import MultiScaleRoIAlign from ._utils import overwrite_eps +from .anchor_utils import AnchorGenerator from ..._internally_replaced_utils import load_state_dict_from_url from .faster_rcnn import FasterRCNN @@ -151,27 +153,46 @@ class KeypointRCNN(FasterRCNN): >>> x = [torch.rand(3, 300, 400), torch.rand(3, 500, 400)] >>> predictions = model(x) """ - def __init__(self, backbone, num_classes=None, - # transform parameters - min_size=None, max_size=1333, - image_mean=None, image_std=None, - # RPN parameters - rpn_anchor_generator=None, rpn_head=None, - rpn_pre_nms_top_n_train=2000, rpn_pre_nms_top_n_test=1000, - rpn_post_nms_top_n_train=2000, rpn_post_nms_top_n_test=1000, - rpn_nms_thresh=0.7, - rpn_fg_iou_thresh=0.7, rpn_bg_iou_thresh=0.3, - rpn_batch_size_per_image=256, rpn_positive_fraction=0.5, - rpn_score_thresh=0.0, - # Box parameters - box_roi_pool=None, box_head=None, box_predictor=None, - box_score_thresh=0.05, box_nms_thresh=0.5, box_detections_per_img=100, - box_fg_iou_thresh=0.5, box_bg_iou_thresh=0.5, - box_batch_size_per_image=512, box_positive_fraction=0.25, - bbox_reg_weights=None, - # keypoint parameters - keypoint_roi_pool=None, keypoint_head=None, keypoint_predictor=None, - num_keypoints=17): + def __init__( + self, + backbone: nn.Module, + num_classes: Optional[int] = None, + # transform parameters + min_size: Optional[Tuple[int]] = None, + max_size: int = 1333, + image_mean: Optional[Tuple[float]] = None, + image_std: Optional[Tuple[float]] = None, + # RPN parameters + rpn_anchor_generator: Optional[AnchorGenerator] = None, + rpn_head: Optional[nn.Module] = None, + rpn_pre_nms_top_n_train: int = 2000, + rpn_pre_nms_top_n_test: int = 1000, + rpn_post_nms_top_n_train: int = 2000, + rpn_post_nms_top_n_test: int = 1000, + rpn_nms_thresh: float = 0.7, + rpn_fg_iou_thresh: float = 0.7, + rpn_bg_iou_thresh: float = 0.3, + rpn_batch_size_per_image: int = 256, + rpn_positive_fraction: float = 0.5, + rpn_score_thresh: float = 0.0, + # Box parameters + box_roi_pool: Optional[MultiScaleRoIAlign] = None, + box_head: Optional[nn.Module] = None, + box_predictor: Optional[nn.Module] = None, + box_score_thresh: float = 0.05, + box_nms_thresh: float = 0.5, + box_detections_per_img: int = 100, + box_fg_iou_thresh: float = 0.5, + box_bg_iou_thresh: float = 0.5, + box_batch_size_per_image: int = 512, + box_positive_fraction: float = 0.25, + bbox_reg_weights: Optional[Tuple[float]] = None, + # keypoint parameters + keypoint_roi_pool: Optional[MultiScaleRoIAlign] = None, + keypoint_head: Optional[nn.Module] = None, + keypoint_predictor: Optional[nn.Module] = None, + num_keypoints: int = 17, + ) -> None: assert isinstance(keypoint_roi_pool, (MultiScaleRoIAlign, type(None))) if min_size is None: @@ -223,7 +244,11 @@ def __init__(self, backbone, num_classes=None, class KeypointRCNNHeads(nn.Sequential): - def __init__(self, in_channels, layers): + def __init__( + self, + in_channels: int, + layers: List[int], + ) -> None: d = [] next_feature = in_channels for out_channels in layers: @@ -238,7 +263,11 @@ def __init__(self, in_channels, layers): class KeypointRCNNPredictor(nn.Module): - def __init__(self, in_channels, num_keypoints): + def __init__( + self, + in_channels: int, + num_keypoints: int, + ) -> None: super(KeypointRCNNPredictor, self).__init__() input_features = in_channels deconv_kernel = 4 @@ -256,7 +285,10 @@ def __init__(self, in_channels, num_keypoints): self.up_scale = 2 self.out_channels = num_keypoints - def forward(self, x): + def forward( + self, + x, + ): x = self.kps_score_lowres(x) return torch.nn.functional.interpolate( x, scale_factor=float(self.up_scale), mode="bilinear", align_corners=False, recompute_scale_factor=False @@ -272,9 +304,15 @@ def forward(self, x): } -def keypointrcnn_resnet50_fpn(pretrained=False, progress=True, - num_classes=2, num_keypoints=17, - pretrained_backbone=True, trainable_backbone_layers=None, **kwargs): +def keypointrcnn_resnet50_fpn( + pretrained: bool = False, + progress: bool = True, + num_classes: int = 2, + num_keypoints: int = 17, + pretrained_backbone: bool = True, + trainable_backbone_layers: Optional[int] = None, + **kwargs: Any, +): """ Constructs a Keypoint R-CNN model with a ResNet-50-FPN backbone. diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 9ae868120a8..c7cb1fbf999 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -424,7 +424,8 @@ def eager_outputs( self, losses: Dict[str, Tensor], detections: List[Dict[str, Tensor]], - ): + ) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: + if self.training: return losses @@ -516,7 +517,7 @@ def forward( self, images: List[Tensor], targets: Optional[Dict[str, Tensor]] = None, - ): + ) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: """ Args: images (list[Tensor]): images to be processed diff --git a/torchvision/models/detection/rpn.py b/torchvision/models/detection/rpn.py index a98eac24dd3..34d9364c9c0 100644 --- a/torchvision/models/detection/rpn.py +++ b/torchvision/models/detection/rpn.py @@ -35,7 +35,11 @@ class RPNHead(nn.Module): num_anchors (int): number of anchors to be predicted """ - def __init__(self, in_channels, num_anchors): + def __init__( + self, + in_channels: int, + num_anchors: int, + ) -> None: super(RPNHead, self).__init__() self.conv = nn.Conv2d( in_channels, in_channels, kernel_size=3, stride=1, padding=1 @@ -49,8 +53,10 @@ def __init__(self, in_channels, num_anchors): torch.nn.init.normal_(layer.weight, std=0.01) torch.nn.init.constant_(layer.bias, 0) - def forward(self, x): - # type: (List[Tensor]) -> Tuple[List[Tensor], List[Tensor]] + def forward( + self, + x: List[Tensor], + ) -> Tuple[List[Tensor], List[Tensor]]: logits = [] bbox_reg = [] for feature in x: @@ -60,16 +66,26 @@ def forward(self, x): return logits, bbox_reg -def permute_and_flatten(layer, N, A, C, H, W): - # type: (Tensor, int, int, int, int, int) -> Tensor +def permute_and_flatten( + layer: Tensor, + N: int, + A: int, + C: int, + H: int, + W: int, +) -> Tensor: + layer = layer.view(N, -1, C, H, W) layer = layer.permute(0, 3, 4, 1, 2) layer = layer.reshape(N, -1, C) return layer -def concat_box_prediction_layers(box_cls, box_regression): - # type: (List[Tensor], List[Tensor]) -> Tuple[Tensor, Tensor] +def concat_box_prediction_layers( + box_cls: List[Tensor], + box_regression: List[Tensor], +) -> Tuple[Tensor, Tensor]: + box_cls_flattened = [] box_regression_flattened = [] # for each feature level, permute the outputs to make them be in the @@ -122,25 +138,31 @@ class RegionProposalNetwork(torch.nn.Module): post_nms_top_n (Dict[int]): number of proposals to keep after applying NMS. It should contain two fields: training and testing, to allow for different values depending on training or evaluation - nms_thresh (float): NMS threshold used for postprocessing the RPN proposals + nms_thresh (float): NMS threshold used for postprocessing the RPN proposals. + score_thresh (float): NMS Score threshold for postprocessing boxes. """ __annotations__ = { 'box_coder': det_utils.BoxCoder, 'proposal_matcher': det_utils.Matcher, 'fg_bg_sampler': det_utils.BalancedPositiveNegativeSampler, - 'pre_nms_top_n': Dict[str, int], - 'post_nms_top_n': Dict[str, int], } - def __init__(self, - anchor_generator, - head, - # - fg_iou_thresh, bg_iou_thresh, - batch_size_per_image, positive_fraction, - # - pre_nms_top_n, post_nms_top_n, nms_thresh, score_thresh=0.0): + def __init__( + self, + anchor_generator: AnchorGenerator, + head: nn.Module, + # + fg_iou_thresh: float, + bg_iou_thresh: float, + batch_size_per_image: int, + positive_fraction: float, + # + pre_nms_top_n: Dict[str, int], + post_nms_top_n: Dict[str, int], + nms_thresh: float, + score_thresh: float = 0.0, + ) -> None: super(RegionProposalNetwork, self).__init__() self.anchor_generator = anchor_generator self.head = head @@ -175,8 +197,12 @@ def post_nms_top_n(self): return self._post_nms_top_n['training'] return self._post_nms_top_n['testing'] - def assign_targets_to_anchors(self, anchors, targets): - # type: (List[Tensor], List[Dict[str, Tensor]]) -> Tuple[List[Tensor], List[Tensor]] + def assign_targets_to_anchors( + self, + anchors: List[Tensor], + targets: List[Dict[str, Tensor]], + ) -> Tuple[List[Tensor], List[Tensor]]: + labels = [] matched_gt_boxes = [] for anchors_per_image, targets_per_image in zip(anchors, targets): @@ -211,8 +237,12 @@ def assign_targets_to_anchors(self, anchors, targets): matched_gt_boxes.append(matched_gt_boxes_per_image) return labels, matched_gt_boxes - def _get_top_n_idx(self, objectness, num_anchors_per_level): - # type: (Tensor, List[int]) -> Tensor + def _get_top_n_idx( + self, + objectness: Tensor, + num_anchors_per_level: List[int], + ) -> Tensor: + r = [] offset = 0 for ob in objectness.split(num_anchors_per_level, 1): @@ -226,8 +256,14 @@ def _get_top_n_idx(self, objectness, num_anchors_per_level): offset += num_anchors return torch.cat(r, dim=1) - def filter_proposals(self, proposals, objectness, image_shapes, num_anchors_per_level): - # type: (Tensor, Tensor, List[Tuple[int, int]], List[int]) -> Tuple[List[Tensor], List[Tensor]] + def filter_proposals( + self, + proposals: Tensor, + objectness: Tensor, + image_shapes: List[Tuple[int, int]], + num_anchors_per_level: List[int], + ) -> Tuple[List[Tensor], List[Tensor]]: + num_images = proposals.shape[0] device = proposals.device # do not backprop throught objectness @@ -278,8 +314,14 @@ def filter_proposals(self, proposals, objectness, image_shapes, num_anchors_per_ final_scores.append(scores) return final_boxes, final_scores - def compute_loss(self, objectness, pred_bbox_deltas, labels, regression_targets): - # type: (Tensor, Tensor, List[Tensor], List[Tensor]) -> Tuple[Tensor, Tensor] + def compute_loss( + self, + objectness: Tensor, + pred_bbox_deltas: Tensor, + labels: List[Tensor], + regression_targets: List[Tensor], + ) -> Tuple[Tensor, Tensor]: + """ Args: objectness (Tensor) @@ -316,12 +358,12 @@ def compute_loss(self, objectness, pred_bbox_deltas, labels, regression_targets) return objectness_loss, box_loss - def forward(self, - images, # type: ImageList - features, # type: Dict[str, Tensor] - targets=None # type: Optional[List[Dict[str, Tensor]]] - ): - # type: (...) -> Tuple[List[Tensor], Dict[str, Tensor]] + def forward( + self, + images: ImageList, + features: Dict[str, Tensor], + targets: Optional[List[Dict[str, Tensor]]] = None, + ) -> Tuple[List[Tensor], Dict[str, Tensor]]: """ Args: images (ImageList): images for which we want to compute the predictions diff --git a/torchvision/models/detection/ssdlite.py b/torchvision/models/detection/ssdlite.py index 08d48c68020..fa2293f7f63 100644 --- a/torchvision/models/detection/ssdlite.py +++ b/torchvision/models/detection/ssdlite.py @@ -4,7 +4,7 @@ from collections import OrderedDict from functools import partial from torch import nn, Tensor -from typing import Any, Callable, Dict, List, Optional, Tuple +from typing import Any, Callable, Dict, List, Optional from . import _utils as det_utils from .ssd import SSD, SSDScoringHead From 4580541bc7a00caca467dea046e483766a68a655 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 29 Jul 2021 23:04:56 +0530 Subject: [PATCH 08/40] fix typing --- torchvision/models/detection/faster_rcnn.py | 6 +++--- torchvision/models/detection/keypoint_rcnn.py | 6 +++--- torchvision/models/detection/mask_rcnn.py | 11 ++++++----- torchvision/models/detection/retinanet.py | 10 +++++----- torchvision/models/detection/rpn.py | 2 -- 5 files changed, 17 insertions(+), 18 deletions(-) diff --git a/torchvision/models/detection/faster_rcnn.py b/torchvision/models/detection/faster_rcnn.py index 31cb6e14864..cfd1c9729c2 100644 --- a/torchvision/models/detection/faster_rcnn.py +++ b/torchvision/models/detection/faster_rcnn.py @@ -149,8 +149,8 @@ def __init__( # transform parameters min_size: int = 800, max_size: int = 1333, - image_mean: Optional[Tuple[float]] = None, - image_std: Optional[Tuple[float]] = None, + image_mean: Optional[Tuple[float, ...]] = None, + image_std: Optional[Tuple[float, ...]] = None, # RPN parameters rpn_anchor_generator: Optional[AnchorGenerator] = None, rpn_head: Optional[nn.Module] = None, @@ -175,7 +175,7 @@ def __init__( box_bg_iou_thresh: float = 0.5, box_batch_size_per_image: int = 512, box_positive_fraction: float = 0.25, - bbox_reg_weights: Optional[Tuple[float]] = None + bbox_reg_weights: Optional[Tuple[float, ...]] = None, ) -> None: if not hasattr(backbone, "out_channels"): diff --git a/torchvision/models/detection/keypoint_rcnn.py b/torchvision/models/detection/keypoint_rcnn.py index 4b397f501ac..3e5fa0d221d 100644 --- a/torchvision/models/detection/keypoint_rcnn.py +++ b/torchvision/models/detection/keypoint_rcnn.py @@ -160,8 +160,8 @@ def __init__( # transform parameters min_size: Optional[Tuple[int]] = None, max_size: int = 1333, - image_mean: Optional[Tuple[float]] = None, - image_std: Optional[Tuple[float]] = None, + image_mean: Optional[Tuple[float, ...]] = None, + image_std: Optional[Tuple[float, ...]] = None, # RPN parameters rpn_anchor_generator: Optional[AnchorGenerator] = None, rpn_head: Optional[nn.Module] = None, @@ -186,7 +186,7 @@ def __init__( box_bg_iou_thresh: float = 0.5, box_batch_size_per_image: int = 512, box_positive_fraction: float = 0.25, - bbox_reg_weights: Optional[Tuple[float]] = None, + bbox_reg_weights: Optional[Tuple[float, ...]] = None, # keypoint parameters keypoint_roi_pool: Optional[MultiScaleRoIAlign] = None, keypoint_head: Optional[nn.Module] = None, diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index a91859d0306..6bf32770049 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -6,6 +6,7 @@ from torchvision.ops import MultiScaleRoIAlign from ._utils import overwrite_eps +from .anchor_utils import AnchorGenerator from ..._internally_replaced_utils import load_state_dict_from_url from .faster_rcnn import FasterRCNN @@ -157,10 +158,10 @@ def __init__( # transform parameters min_size: int = 800, max_size: int = 1333, - image_mean: Optional[Tuple[float]] = None, - image_std: Optional[Tuple[float]] = None, + image_mean: Optional[Tuple[float, ...]] = None, + image_std: Optional[Tuple[float, ...]] = None, # RPN parameters - rpn_anchor_generator: Optional[nn.Module] = None, + rpn_anchor_generator: Optional[AnchorGenerator] = None, rpn_head: Optional[nn.Module] = None, rpn_pre_nms_top_n_train: int = 2000, rpn_pre_nms_top_n_test: int = 1000, @@ -173,7 +174,7 @@ def __init__( rpn_positive_fraction: float = 0.5, rpn_score_thresh: float = 0.0, # Box parameters - box_roi_pool: Optional[nn.Module] = None, + box_roi_pool: Optional[MultiScaleRoIAlign] = None, box_head: Optional[nn.Module] = None, box_predictor: Optional[nn.Module] = None, box_score_thresh: float = 0.05, @@ -183,7 +184,7 @@ def __init__( box_bg_iou_thresh: float = 0.5, box_batch_size_per_image: int = 512, box_positive_fraction: float = 0.25, - bbox_reg_weights: Optional[Tuple[float]] = None, + bbox_reg_weights: Optional[Tuple[float, ...]] = None, # Mask parameters mask_roi_pool: Optional[MultiScaleRoIAlign] = None, mask_head: Optional[nn.Module] = None, diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index c7cb1fbf999..a51f9de95d9 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -304,7 +304,7 @@ class RetinaNet(nn.Module): maps. head (nn.Module): Module run on top of the feature pyramid. Defaults to a module containing a classification and regression module. - proposal_matcher (nn.Module): Module that matches the proposals generated by groudn truth and predictions. + proposal_matcher (object): Module that matches the proposals generated by groudn truth and predictions. Defaults to a Matcher module which matches the predictions. score_thresh (float): Score threshold used for postprocessing the detections. nms_thresh (float): NMS threshold used for postprocessing the detections. @@ -359,12 +359,12 @@ def __init__( # transform parameters min_size: int = 800, max_size: int = 1333, - image_mean: Optional[Tuple[float]] = None, - image_std: Optional[Tuple[float]] = None, + image_mean: Optional[Tuple[float, ...]] = None, + image_std: Optional[Tuple[float, ...]] = None, # Anchor parameters anchor_generator: Optional[AnchorGenerator] = None, head: Optional[nn.Module] = None, - proposal_matcher: Optional[nn.Module] = None, + proposal_matcher: Optional[object] = None, score_thresh: float = 0.05, nms_thresh: float = 0.5, detections_per_img: int = 300, @@ -630,7 +630,7 @@ def retinanet_resnet50_fpn( progress: bool = True, num_classes: int = 91, pretrained_backbone: bool = True, - trainable_backbone_layers: bool = None, + trainable_backbone_layers: Optional[int] = None, **kwargs: Any, ) -> RetinaNet: """ diff --git a/torchvision/models/detection/rpn.py b/torchvision/models/detection/rpn.py index 34d9364c9c0..e6ceefa21e1 100644 --- a/torchvision/models/detection/rpn.py +++ b/torchvision/models/detection/rpn.py @@ -152,12 +152,10 @@ def __init__( self, anchor_generator: AnchorGenerator, head: nn.Module, - # fg_iou_thresh: float, bg_iou_thresh: float, batch_size_per_image: int, positive_fraction: float, - # pre_nms_top_n: Dict[str, int], post_nms_top_n: Dict[str, int], nms_thresh: float, From 1ba33ce96427084e0df1be37588141781250cd86 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 29 Jul 2021 23:47:24 +0530 Subject: [PATCH 09/40] fixup types --- torchvision/models/detection/retinanet.py | 2 +- torchvision/models/detection/transform.py | 107 +++++++++++++++------- 2 files changed, 73 insertions(+), 36 deletions(-) diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index a51f9de95d9..14fcf22cdc7 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -516,7 +516,7 @@ def postprocess_detections( def forward( self, images: List[Tensor], - targets: Optional[Dict[str, Tensor]] = None, + targets: Optional[List[Dict[str, Tensor]]] = None, ) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: """ Args: diff --git a/torchvision/models/detection/transform.py b/torchvision/models/detection/transform.py index 0ca5273e047..1ea2e8e079f 100644 --- a/torchvision/models/detection/transform.py +++ b/torchvision/models/detection/transform.py @@ -3,22 +3,22 @@ import torchvision from torch import nn, Tensor -from typing import List, Tuple, Dict, Optional +from typing import List, Tuple, Dict, Optional, Union from .image_list import ImageList from .roi_heads import paste_masks_in_image @torch.jit.unused -def _get_shape_onnx(image): - # type: (Tensor) -> Tensor +def _get_shape_onnx(image: Tensor) -> Tensor: + from torch.onnx import operators return operators.shape_as_tensor(image)[-2:] @torch.jit.unused -def _fake_cast_onnx(v): - # type: (Tensor) -> float +def _fake_cast_onnx(v: Tensor) -> float: + # ONNX requires a tensor but here we fake its type for JIT. return v @@ -74,7 +74,15 @@ class GeneralizedRCNNTransform(nn.Module): It returns a ImageList for the inputs, and a List[Dict[Tensor]] for the targets """ - def __init__(self, min_size, max_size, image_mean, image_std, size_divisible=32, fixed_size=None): + def __init__( + self, + min_size: Union[int, Tuple[int], List[int]], + max_size: int, + image_mean: Tuple[float, ...], + image_std: Tuple[float, ...], + size_divisible: int = 32, + fixed_size: Optional[Tuple[int, int]] = None, + ) -> None: super(GeneralizedRCNNTransform, self).__init__() if not isinstance(min_size, (list, tuple)): min_size = (min_size,) @@ -85,11 +93,12 @@ def __init__(self, min_size, max_size, image_mean, image_std, size_divisible=32, self.size_divisible = size_divisible self.fixed_size = fixed_size - def forward(self, - images, # type: List[Tensor] - targets=None # type: Optional[List[Dict[str, Tensor]]] - ): - # type: (...) -> Tuple[ImageList, Optional[List[Dict[str, Tensor]]]] + def forward( + self, + images: List[Tensor], + targets: Optional[List[Dict[str, Tensor]]] = None, + ) -> Tuple[ImageList, Optional[List[Dict[str, Tensor]]]]: + images = [img for img in images] if targets is not None: # make a copy of targets to avoid modifying it in-place @@ -126,7 +135,10 @@ def forward(self, image_list = ImageList(images, image_sizes_list) return image_list, targets - def normalize(self, image): + def normalize( + self, + image: Tensor, + ) -> Tensor: if not image.is_floating_point(): raise TypeError( f"Expected input images to be of floating type (in range [0, 1]), " @@ -137,8 +149,11 @@ def normalize(self, image): std = torch.as_tensor(self.image_std, dtype=dtype, device=device) return (image - mean[:, None, None]) / std[:, None, None] - def torch_choice(self, k): - # type: (List[int]) -> int + def torch_choice( + self, + k: List[int], + ) -> int: + """ Implements `random.choice` via torch ops so it can be compiled with TorchScript. Remove if https://github.com/pytorch/pytorch/issues/25803 @@ -147,10 +162,12 @@ def torch_choice(self, k): index = int(torch.empty(1).uniform_(0., float(len(k))).item()) return k[index] - def resize(self, - image: Tensor, - target: Optional[Dict[str, Tensor]] = None, - ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + def resize( + self, + image: Tensor, + target: Optional[Dict[str, Tensor]] = None, + ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + h, w = image.shape[-2:] if self.training: size = float(self.torch_choice(self.min_size)) @@ -175,8 +192,12 @@ def resize(self, # _onnx_batch_images() is an implementation of # batch_images() that is supported by ONNX tracing. @torch.jit.unused - def _onnx_batch_images(self, images, size_divisible=32): - # type: (List[Tensor], int) -> Tensor + def _onnx_batch_images( + self, + images: List[Tensor], + size_divisible: int = 32 + ): + max_size = [] for i in range(images[0].dim()): max_size_i = torch.max(torch.stack([img.shape[i] for img in images]).to(torch.float32)).to(torch.int64) @@ -197,16 +218,23 @@ def _onnx_batch_images(self, images, size_divisible=32): return torch.stack(padded_imgs) - def max_by_axis(self, the_list): - # type: (List[List[int]]) -> List[int] + def max_by_axis( + self, + the_list: List[List[int]] + ) -> List[int]: + maxes = the_list[0] for sublist in the_list[1:]: for index, item in enumerate(sublist): maxes[index] = max(maxes[index], item) return maxes - def batch_images(self, images, size_divisible=32): - # type: (List[Tensor], int) -> Tensor + def batch_images( + self, + images: List[Tensor], + size_divisible: int = 32, + ) -> Tensor: + if torchvision._is_tracing(): # batch_images() does not export well to ONNX # call _onnx_batch_images() instead @@ -225,12 +253,13 @@ def batch_images(self, images, size_divisible=32): return batched_imgs - def postprocess(self, - result, # type: List[Dict[str, Tensor]] - image_shapes, # type: List[Tuple[int, int]] - original_image_sizes # type: List[Tuple[int, int]] - ): - # type: (...) -> List[Dict[str, Tensor]] + def postprocess( + self, + result: List[Dict[str, Tensor]], + image_shapes: List[Tuple[int, int]], + original_image_sizes: List[Tuple[int, int]], + ) -> List[Dict[str, Tensor]]: + if self.training: return result for i, (pred, im_s, o_im_s) in enumerate(zip(result, image_shapes, original_image_sizes)): @@ -247,7 +276,7 @@ def postprocess(self, result[i]["keypoints"] = keypoints return result - def __repr__(self): + def __repr__(self) -> str: format_string = self.__class__.__name__ + '(' _indent = '\n ' format_string += "{0}Normalize(mean={1}, std={2})".format(_indent, self.image_mean, self.image_std) @@ -257,8 +286,12 @@ def __repr__(self): return format_string -def resize_keypoints(keypoints, original_size, new_size): - # type: (Tensor, List[int], List[int]) -> Tensor +def resize_keypoints( + keypoints: Tensor, + original_size: List[int], + new_size: List[int] +) -> Tensor: + ratios = [ torch.tensor(s, dtype=torch.float32, device=keypoints.device) / torch.tensor(s_orig, dtype=torch.float32, device=keypoints.device) @@ -276,8 +309,12 @@ def resize_keypoints(keypoints, original_size, new_size): return resized_data -def resize_boxes(boxes, original_size, new_size): - # type: (Tensor, List[int], List[int]) -> Tensor +def resize_boxes( + boxes: Tensor, + original_size: List[int], + new_size: List[int], +) -> Tensor: + ratios = [ torch.tensor(s, dtype=torch.float32, device=boxes.device) / torch.tensor(s_orig, dtype=torch.float32, device=boxes.device) From 254e51b9162d0be12a72db5285a52d57123530f7 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Fri, 30 Jul 2021 00:48:07 +0530 Subject: [PATCH 10/40] type another file --- torchvision/models/detection/roi_heads.py | 218 ++++++++++++++-------- 1 file changed, 142 insertions(+), 76 deletions(-) diff --git a/torchvision/models/detection/roi_heads.py b/torchvision/models/detection/roi_heads.py index 9948d5f537f..fb414d96093 100644 --- a/torchvision/models/detection/roi_heads.py +++ b/torchvision/models/detection/roi_heads.py @@ -6,15 +6,20 @@ from torchvision.ops import boxes as box_ops -from torchvision.ops import roi_align +from torchvision.ops import roi_align, MultiScaleRoIAlign from . import _utils as det_utils from typing import Optional, List, Dict, Tuple -def fastrcnn_loss(class_logits, box_regression, labels, regression_targets): - # type: (Tensor, Tensor, List[Tensor], List[Tensor]) -> Tuple[Tensor, Tensor] +def fastrcnn_loss( + class_logits: Tensor, + box_regression: Tensor, + labels: List[Tensor], + regression_targets: List[Tensor], +) -> Tuple[Tensor, Tensor]: + """ Computes the loss for Faster R-CNN. @@ -53,8 +58,11 @@ def fastrcnn_loss(class_logits, box_regression, labels, regression_targets): return classification_loss, box_loss -def maskrcnn_inference(x, labels): - # type: (Tensor, List[Tensor]) -> List[Tensor] +def maskrcnn_inference( + x: Tensor, + labels: List[Tensor], +) -> List[Tensor]: + """ From the results of the CNN, post process the masks by taking the mask corresponding to the class with max @@ -83,8 +91,13 @@ def maskrcnn_inference(x, labels): return mask_prob -def project_masks_on_boxes(gt_masks, boxes, matched_idxs, M): - # type: (Tensor, Tensor, Tensor, int) -> Tensor +def project_masks_on_boxes( + gt_masks: Tensor, + boxes: Tensor, + matched_idxs: Tensor, + M: int, +) -> Tensor: + """ Given segmentation masks and the bounding boxes corresponding to the location of the masks in the image, this function @@ -98,8 +111,14 @@ def project_masks_on_boxes(gt_masks, boxes, matched_idxs, M): return roi_align(gt_masks, rois, (M, M), 1.)[:, 0] -def maskrcnn_loss(mask_logits, proposals, gt_masks, gt_labels, mask_matched_idxs): - # type: (Tensor, List[Tensor], List[Tensor], List[Tensor], List[Tensor]) -> Tensor +def maskrcnn_loss( + mask_logits: Tensor, + proposals: List[Tensor], + gt_masks: List[Tensor], + gt_labels: List[Tensor], + mask_matched_idxs: List[Tensor], +) -> Tensor: + """ Args: proposals (list[BoxList]) @@ -131,8 +150,12 @@ def maskrcnn_loss(mask_logits, proposals, gt_masks, gt_labels, mask_matched_idxs return mask_loss -def keypoints_to_heatmap(keypoints, rois, heatmap_size): - # type: (Tensor, Tensor, int) -> Tuple[Tensor, Tensor] +def keypoints_to_heatmap( + keypoints: Tensor, + rois: Tensor, + heatmap_size: int, +) -> Tuple[Tensor, Tensor]: + offset_x = rois[:, 0] offset_y = rois[:, 1] scale_x = heatmap_size / (rois[:, 2] - rois[:, 0]) @@ -279,8 +302,13 @@ def heatmaps_to_keypoints(maps, rois): return xy_preds.permute(0, 2, 1), end_scores -def keypointrcnn_loss(keypoint_logits, proposals, gt_keypoints, keypoint_matched_idxs): - # type: (Tensor, List[Tensor], List[Tensor], List[Tensor]) -> Tensor +def keypointrcnn_loss( + keypoint_logits: Tensor, + proposals: List[Tensor], + gt_keypoints: List[Tensor], + keypoint_matched_idxs: List[Tensor], +) -> Tensor: + N, K, H, W = keypoint_logits.shape assert H == W discretization_size = H @@ -309,8 +337,11 @@ def keypointrcnn_loss(keypoint_logits, proposals, gt_keypoints, keypoint_matched return keypoint_loss -def keypointrcnn_inference(x, boxes): - # type: (Tensor, List[Tensor]) -> Tuple[List[Tensor], List[Tensor]] +def keypointrcnn_inference( + x: Tensor, + boxes: List[Tensor], +) -> Tuple[List[Tensor], List[Tensor]]: + kp_probs = [] kp_scores = [] @@ -325,8 +356,8 @@ def keypointrcnn_inference(x, boxes): return kp_probs, kp_scores -def _onnx_expand_boxes(boxes, scale): - # type: (Tensor, float) -> Tensor +def _onnx_expand_boxes(boxes: Tensor, scale: float) -> Tensor: + w_half = (boxes[:, 2] - boxes[:, 0]) * .5 h_half = (boxes[:, 3] - boxes[:, 1]) * .5 x_c = (boxes[:, 2] + boxes[:, 0]) * .5 @@ -346,8 +377,8 @@ def _onnx_expand_boxes(boxes, scale): # the next two functions should be merged inside Masker # but are kept here for the moment while we need them # temporarily for paste_mask_in_image -def expand_boxes(boxes, scale): - # type: (Tensor, float) -> Tensor +def expand_boxes(boxes: Tensor, scale: float): + if torchvision._is_tracing(): return _onnx_expand_boxes(boxes, scale) w_half = (boxes[:, 2] - boxes[:, 0]) * .5 @@ -367,13 +398,18 @@ def expand_boxes(boxes, scale): @torch.jit.unused -def expand_masks_tracing_scale(M, padding): - # type: (int, int) -> float +def expand_masks_tracing_scale( + M: int, + padding: int +) -> float: return torch.tensor(M + 2 * padding).to(torch.float32) / torch.tensor(M).to(torch.float32) -def expand_masks(mask, padding): - # type: (Tensor, int) -> Tuple[Tensor, float] +def expand_masks( + mask: Tensor, + padding: int +) -> Tuple[Tensor, float]: + M = mask.shape[-1] if torch._C._get_tracing_state(): # could not import is_tracing(), not sure why scale = expand_masks_tracing_scale(M, padding) @@ -383,8 +419,13 @@ def expand_masks(mask, padding): return padded_mask, scale -def paste_mask_in_image(mask, box, im_h, im_w): - # type: (Tensor, Tensor, int, int) -> Tensor +def paste_mask_in_image( + mask: Tensor, + box: Tensor, + im_h: int, + im_w: int +) -> Tensor: + TO_REMOVE = 1 w = int(box[2] - box[0] + TO_REMOVE) h = int(box[3] - box[1] + TO_REMOVE) @@ -461,8 +502,13 @@ def _onnx_paste_masks_in_image_loop(masks, boxes, im_h, im_w): return res_append -def paste_masks_in_image(masks, boxes, img_shape, padding=1): - # type: (Tensor, Tensor, Tuple[int, int], int) -> Tensor +def paste_masks_in_image( + masks: Tensor, + boxes: Tensor, + img_shape: Tuple[int, int], + padding: int = 1 +) -> Tensor: + masks, scale = expand_masks(masks, padding=padding) boxes = expand_boxes(boxes, scale).to(dtype=torch.int64) im_h, im_w = img_shape @@ -489,26 +535,29 @@ class RoIHeads(nn.Module): 'fg_bg_sampler': det_utils.BalancedPositiveNegativeSampler, } - def __init__(self, - box_roi_pool, - box_head, - box_predictor, - # Faster R-CNN training - fg_iou_thresh, bg_iou_thresh, - batch_size_per_image, positive_fraction, - bbox_reg_weights, - # Faster R-CNN inference - score_thresh, - nms_thresh, - detections_per_img, - # Mask - mask_roi_pool=None, - mask_head=None, - mask_predictor=None, - keypoint_roi_pool=None, - keypoint_head=None, - keypoint_predictor=None, - ): + def __init__( + self, + box_roi_pool: MultiScaleRoIAlign, + box_head: nn.Module, + box_predictor: nn.Module, + # Faster R-CNN training + fg_iou_thresh: float, + bg_iou_thresh: float, + batch_size_per_image: int, + positive_fraction: float, + bbox_reg_weights: Optional[Tuple[float, ...], None], + # Faster R-CNN inference + score_thresh: float, + nms_thresh: float, + detections_per_img: int, + # Mask + mask_roi_pool: Optional[MultiScaleRoIAlign] = None, + mask_head: Optional[nn.Module] = None, + mask_predictor: Optional[nn.Module] = None, + keypoint_roi_pool: Optional[MultiScaleRoIAlign] = None, + keypoint_head: Optional[nn.Module] = None, + keypoint_predictor: Optional[nn.Module] = None, + ) -> None: super(RoIHeads, self).__init__() self.box_similarity = box_ops.box_iou @@ -542,7 +591,7 @@ def __init__(self, self.keypoint_head = keypoint_head self.keypoint_predictor = keypoint_predictor - def has_mask(self): + def has_mask(self) -> bool: if self.mask_roi_pool is None: return False if self.mask_head is None: @@ -551,7 +600,7 @@ def has_mask(self): return False return True - def has_keypoint(self): + def has_keypoint(self) -> bool: if self.keypoint_roi_pool is None: return False if self.keypoint_head is None: @@ -560,8 +609,13 @@ def has_keypoint(self): return False return True - def assign_targets_to_proposals(self, proposals, gt_boxes, gt_labels): - # type: (List[Tensor], List[Tensor], List[Tensor]) -> Tuple[List[Tensor], List[Tensor]] + def assign_targets_to_proposals( + self, + proposals: List[Tensor], + gt_boxes: List[Tensor], + gt_labels: List[Tensor], + ) -> Tuple[List[Tensor], List[Tensor]]: + matched_idxs = [] labels = [] for proposals_in_image, gt_boxes_in_image, gt_labels_in_image in zip(proposals, gt_boxes, gt_labels): @@ -597,8 +651,11 @@ def assign_targets_to_proposals(self, proposals, gt_boxes, gt_labels): labels.append(labels_in_image) return matched_idxs, labels - def subsample(self, labels): - # type: (List[Tensor]) -> List[Tensor] + def subsample( + self, + labels: List[Tensor], + ) -> List[Tensor]: + sampled_pos_inds, sampled_neg_inds = self.fg_bg_sampler(labels) sampled_inds = [] for img_idx, (pos_inds_img, neg_inds_img) in enumerate( @@ -608,8 +665,12 @@ def subsample(self, labels): sampled_inds.append(img_sampled_inds) return sampled_inds - def add_gt_proposals(self, proposals, gt_boxes): - # type: (List[Tensor], List[Tensor]) -> List[Tensor] + def add_gt_proposals( + self, + proposals: List[Tensor], + gt_boxes: List[Tensor], + ) -> List[Tensor]: + proposals = [ torch.cat((proposal, gt_box)) for proposal, gt_box in zip(proposals, gt_boxes) @@ -617,19 +678,22 @@ def add_gt_proposals(self, proposals, gt_boxes): return proposals - def check_targets(self, targets): - # type: (Optional[List[Dict[str, Tensor]]]) -> None + def check_targets( + self, + targets: Optional[List[Dict[str, Tensor]]] = None, + ) -> None: assert targets is not None assert all(["boxes" in t for t in targets]) assert all(["labels" in t for t in targets]) if self.has_mask(): assert all(["masks" in t for t in targets]) - def select_training_samples(self, - proposals, # type: List[Tensor] - targets # type: Optional[List[Dict[str, Tensor]]] - ): - # type: (...) -> Tuple[List[Tensor], List[Tensor], List[Tensor], List[Tensor]] + def select_training_samples( + self, + proposals: List[Tensor], + targets: Optional[List[Dict[str, Tensor]]], + ) -> Tuple[List[Tensor], List[Tensor], List[Tensor], List[Tensor]]: + self.check_targets(targets) assert targets is not None dtype = proposals[0].dtype @@ -661,13 +725,14 @@ def select_training_samples(self, regression_targets = self.box_coder.encode(matched_gt_boxes, proposals) return proposals, matched_idxs, labels, regression_targets - def postprocess_detections(self, - class_logits, # type: Tensor - box_regression, # type: Tensor - proposals, # type: List[Tensor] - image_shapes # type: List[Tuple[int, int]] - ): - # type: (...) -> Tuple[List[Tensor], List[Tensor], List[Tensor]] + def postprocess_detections( + self, + class_logits: Tensor, + box_regression: Tensor, + proposals: List[Tensor], + image_shapes: List[Tuple[int, int]], + ) -> Tuple[List[Tensor], List[Tensor], List[Tensor]]: + device = class_logits.device num_classes = class_logits.shape[-1] @@ -719,13 +784,14 @@ def postprocess_detections(self, return all_boxes, all_scores, all_labels - def forward(self, - features, # type: Dict[str, Tensor] - proposals, # type: List[Tensor] - image_shapes, # type: List[Tuple[int, int]] - targets=None # type: Optional[List[Dict[str, Tensor]]] - ): - # type: (...) -> Tuple[List[Dict[str, Tensor]], Dict[str, Tensor]] + def forward( + self, + features: Dict[str, Tensor], + proposals: List[Tensor], + image_shapes: List[Tuple[int, int]], + targets: Optional[List[Dict[str, Tensor]]] = None, + ) -> Tuple[List[Dict[str, Tensor]], Dict[str, Tensor]]: + """ Args: features (List[Tensor]) From 47f75dc09ade3ef086b8d7f092416ade01094a3f Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Fri, 30 Jul 2021 00:54:36 +0530 Subject: [PATCH 11/40] fix bug --- torchvision/models/detection/roi_heads.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/torchvision/models/detection/roi_heads.py b/torchvision/models/detection/roi_heads.py index fb414d96093..9ebf5a3895d 100644 --- a/torchvision/models/detection/roi_heads.py +++ b/torchvision/models/detection/roi_heads.py @@ -545,11 +545,12 @@ def __init__( bg_iou_thresh: float, batch_size_per_image: int, positive_fraction: float, - bbox_reg_weights: Optional[Tuple[float, ...], None], # Faster R-CNN inference score_thresh: float, nms_thresh: float, detections_per_img: int, + # Faster-RCNN Training + bbox_reg_weights: Optional[Tuple[float, ...]] = None, # Mask mask_roi_pool: Optional[MultiScaleRoIAlign] = None, mask_head: Optional[nn.Module] = None, From 6aff88cfb1025d032e21ea8367424e0cd818d140 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Fri, 30 Jul 2021 12:20:59 +0530 Subject: [PATCH 12/40] fix roi --- torchvision/models/detection/roi_heads.py | 32 ++++++++++++++++++----- 1 file changed, 25 insertions(+), 7 deletions(-) diff --git a/torchvision/models/detection/roi_heads.py b/torchvision/models/detection/roi_heads.py index 9ebf5a3895d..9234c91b42c 100644 --- a/torchvision/models/detection/roi_heads.py +++ b/torchvision/models/detection/roi_heads.py @@ -121,9 +121,11 @@ def maskrcnn_loss( """ Args: - proposals (list[BoxList]) mask_logits (Tensor) - targets (list[BoxList]) + proposals (list[BoxList]) + gt_masks: List[Tensor] + gt_labels: List[Tensor] + mask_matched_idxs: List[Tensor], Return: mask_loss (Tensor): scalar tensor containing the loss @@ -356,7 +358,10 @@ def keypointrcnn_inference( return kp_probs, kp_scores -def _onnx_expand_boxes(boxes: Tensor, scale: float) -> Tensor: +def _onnx_expand_boxes( + boxes: Tensor, + scale: float +) -> Tensor: w_half = (boxes[:, 2] - boxes[:, 0]) * .5 h_half = (boxes[:, 3] - boxes[:, 1]) * .5 @@ -377,7 +382,10 @@ def _onnx_expand_boxes(boxes: Tensor, scale: float) -> Tensor: # the next two functions should be merged inside Masker # but are kept here for the moment while we need them # temporarily for paste_mask_in_image -def expand_boxes(boxes: Tensor, scale: float): +def expand_boxes( + boxes: Tensor, + scale: float +): if torchvision._is_tracing(): return _onnx_expand_boxes(boxes, scale) @@ -451,7 +459,12 @@ def paste_mask_in_image( return im_mask -def _onnx_paste_mask_in_image(mask, box, im_h, im_w): +def _onnx_paste_mask_in_image( + mask: Tensor, + box: Tensor, + im_h: int, + im_w: int, +): one = torch.ones(1, dtype=torch.int64) zero = torch.zeros(1, dtype=torch.int64) @@ -493,7 +506,12 @@ def _onnx_paste_mask_in_image(mask, box, im_h, im_w): @torch.jit._script_if_tracing -def _onnx_paste_masks_in_image_loop(masks, boxes, im_h, im_w): +def _onnx_paste_masks_in_image_loop( + masks: Tensor, + boxes: Tensor, + im_h: int, + im_w: int, +): res_append = torch.zeros(0, im_h, im_w) for i in range(masks.size(0)): mask_res = _onnx_paste_mask_in_image(masks[i][0], boxes[i], im_h, im_w) @@ -787,7 +805,7 @@ def postprocess_detections( def forward( self, - features: Dict[str, Tensor], + features: List[Tensor], proposals: List[Tensor], image_shapes: List[Tuple[int, int]], targets: Optional[List[Dict[str, Tensor]]] = None, From 516fb685dfafb413b8dd0abe875eb3b08b7cce44 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Fri, 30 Jul 2021 14:59:26 +0530 Subject: [PATCH 13/40] try fixing types --- torchvision/models/detection/roi_heads.py | 42 +++++++++++------------ 1 file changed, 21 insertions(+), 21 deletions(-) diff --git a/torchvision/models/detection/roi_heads.py b/torchvision/models/detection/roi_heads.py index 9234c91b42c..057d565a2cb 100644 --- a/torchvision/models/detection/roi_heads.py +++ b/torchvision/models/detection/roi_heads.py @@ -6,7 +6,7 @@ from torchvision.ops import boxes as box_ops -from torchvision.ops import roi_align, MultiScaleRoIAlign +from torchvision.ops import roi_align from . import _utils as det_utils @@ -385,7 +385,7 @@ def _onnx_expand_boxes( def expand_boxes( boxes: Tensor, scale: float -): +) -> Tensor: if torchvision._is_tracing(): return _onnx_expand_boxes(boxes, scale) @@ -555,27 +555,27 @@ class RoIHeads(nn.Module): def __init__( self, - box_roi_pool: MultiScaleRoIAlign, - box_head: nn.Module, - box_predictor: nn.Module, + box_roi_pool, + box_head, + box_predictor, # Faster R-CNN training - fg_iou_thresh: float, - bg_iou_thresh: float, - batch_size_per_image: int, - positive_fraction: float, + fg_iou_thresh, + bg_iou_thresh, + batch_size_per_image, + positive_fraction, # Faster R-CNN inference - score_thresh: float, - nms_thresh: float, - detections_per_img: int, + score_thresh, + nms_thresh, + detections_per_img, # Faster-RCNN Training - bbox_reg_weights: Optional[Tuple[float, ...]] = None, + bbox_reg_weights, # Mask - mask_roi_pool: Optional[MultiScaleRoIAlign] = None, - mask_head: Optional[nn.Module] = None, - mask_predictor: Optional[nn.Module] = None, - keypoint_roi_pool: Optional[MultiScaleRoIAlign] = None, - keypoint_head: Optional[nn.Module] = None, - keypoint_predictor: Optional[nn.Module] = None, + mask_roi_pool=None, + mask_head=None, + mask_predictor=None, + keypoint_roi_pool=None, + keypoint_head=None, + keypoint_predictor=None, ) -> None: super(RoIHeads, self).__init__() @@ -805,7 +805,7 @@ def postprocess_detections( def forward( self, - features: List[Tensor], + features: Dict[str, Tensor], proposals: List[Tensor], image_shapes: List[Tuple[int, int]], targets: Optional[List[Dict[str, Tensor]]] = None, @@ -813,7 +813,7 @@ def forward( """ Args: - features (List[Tensor]) + features (Dict[str, Tensor]) proposals (List[Tensor[N, 4]]) image_shapes (List[Tuple[H, W]]) targets (List[Dict]) From b0260397b7c35525f802d7a536857c7f72a7b622 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Fri, 30 Jul 2021 15:00:07 +0530 Subject: [PATCH 14/40] remove unnecessary import --- test/test_models.py | 1 - 1 file changed, 1 deletion(-) diff --git a/test/test_models.py b/test/test_models.py index 72ae68f5615..01e972cb008 100644 --- a/test/test_models.py +++ b/test/test_models.py @@ -1,6 +1,5 @@ import os import io -import sys from common_utils import map_nested_tensor_object, freeze_rng_state, set_rng_seed, cpu_and_gpu, needs_cuda from _utils_internal import get_relative_path from collections import OrderedDict From 18ec557256dc5b925594f6abcdeb3657d40bf0e3 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Fri, 30 Jul 2021 18:40:07 +0530 Subject: [PATCH 15/40] fix some types --- torchvision/models/detection/roi_heads.py | 2 +- torchvision/models/detection/ssdlite.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/torchvision/models/detection/roi_heads.py b/torchvision/models/detection/roi_heads.py index 057d565a2cb..f7a804ece28 100644 --- a/torchvision/models/detection/roi_heads.py +++ b/torchvision/models/detection/roi_heads.py @@ -699,7 +699,7 @@ def add_gt_proposals( def check_targets( self, - targets: Optional[List[Dict[str, Tensor]]] = None, + targets: Optional[List[Dict[str, Tensor]]], ) -> None: assert targets is not None assert all(["boxes" in t for t in targets]) diff --git a/torchvision/models/detection/ssdlite.py b/torchvision/models/detection/ssdlite.py index fa2293f7f63..08d48c68020 100644 --- a/torchvision/models/detection/ssdlite.py +++ b/torchvision/models/detection/ssdlite.py @@ -4,7 +4,7 @@ from collections import OrderedDict from functools import partial from torch import nn, Tensor -from typing import Any, Callable, Dict, List, Optional +from typing import Any, Callable, Dict, List, Optional, Tuple from . import _utils as det_utils from .ssd import SSD, SSDScoringHead From 24e3f746ba932e860a707d2793d5aaba1779837e Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Fri, 30 Jul 2021 18:41:54 +0530 Subject: [PATCH 16/40] undo fmt --- torchvision/models/detection/keypoint_rcnn.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/torchvision/models/detection/keypoint_rcnn.py b/torchvision/models/detection/keypoint_rcnn.py index 3e5fa0d221d..bb8a0a71adc 100644 --- a/torchvision/models/detection/keypoint_rcnn.py +++ b/torchvision/models/detection/keypoint_rcnn.py @@ -285,10 +285,7 @@ def __init__( self.up_scale = 2 self.out_channels = num_keypoints - def forward( - self, - x, - ): + def forward(self, x): x = self.kps_score_lowres(x) return torch.nn.functional.interpolate( x, scale_factor=float(self.up_scale), mode="bilinear", align_corners=False, recompute_scale_factor=False From ff5698a671a4b19601e21eebf0b0877a8f4df7d3 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Fri, 30 Jul 2021 18:56:06 +0530 Subject: [PATCH 17/40] fixup types --- torchvision/models/detection/roi_heads.py | 36 +++++++++++------------ 1 file changed, 18 insertions(+), 18 deletions(-) diff --git a/torchvision/models/detection/roi_heads.py b/torchvision/models/detection/roi_heads.py index f7a804ece28..36c95677cbd 100644 --- a/torchvision/models/detection/roi_heads.py +++ b/torchvision/models/detection/roi_heads.py @@ -6,7 +6,7 @@ from torchvision.ops import boxes as box_ops -from torchvision.ops import roi_align +from torchvision.ops import roi_align, MultiScaleRoIAlign from . import _utils as det_utils @@ -555,27 +555,27 @@ class RoIHeads(nn.Module): def __init__( self, - box_roi_pool, - box_head, - box_predictor, + box_roi_pool: MultiScaleRoIAlign, + box_head: nn.Module, + box_predictor: nn.Module, # Faster R-CNN training - fg_iou_thresh, - bg_iou_thresh, - batch_size_per_image, - positive_fraction, + fg_iou_thresh: float, + bg_iou_thresh: float, + batch_size_per_image: int, + positive_fraction: float, # Faster R-CNN inference - score_thresh, - nms_thresh, - detections_per_img, + score_thresh: float, + nms_thresh: float, + detections_per_img: float, # Faster-RCNN Training - bbox_reg_weights, + bbox_reg_weights: Tuple[float, ...], # Mask - mask_roi_pool=None, - mask_head=None, - mask_predictor=None, - keypoint_roi_pool=None, - keypoint_head=None, - keypoint_predictor=None, + mask_roi_pool: Optional[MultiScaleRoIAlign] = None, + mask_head: Optional[nn.Module] = None, + mask_predictor: Optional[nn.Module] = None, + keypoint_roi_pool: Optional[MultiScaleRoIAlign] = None, + keypoint_head: Optional[nn.Module] = None, + keypoint_predictor: Optional[nn.Module] = None, ) -> None: super(RoIHeads, self).__init__() From 6a9c0cb3357ec1d5f3d963de23adb40de534412c Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Tue, 3 Aug 2021 00:32:00 +0530 Subject: [PATCH 18/40] undo roi heads and skip for now --- torchvision/models/detection/roi_heads.py | 247 +++++++--------------- 1 file changed, 81 insertions(+), 166 deletions(-) diff --git a/torchvision/models/detection/roi_heads.py b/torchvision/models/detection/roi_heads.py index 36c95677cbd..9948d5f537f 100644 --- a/torchvision/models/detection/roi_heads.py +++ b/torchvision/models/detection/roi_heads.py @@ -6,20 +6,15 @@ from torchvision.ops import boxes as box_ops -from torchvision.ops import roi_align, MultiScaleRoIAlign +from torchvision.ops import roi_align from . import _utils as det_utils from typing import Optional, List, Dict, Tuple -def fastrcnn_loss( - class_logits: Tensor, - box_regression: Tensor, - labels: List[Tensor], - regression_targets: List[Tensor], -) -> Tuple[Tensor, Tensor]: - +def fastrcnn_loss(class_logits, box_regression, labels, regression_targets): + # type: (Tensor, Tensor, List[Tensor], List[Tensor]) -> Tuple[Tensor, Tensor] """ Computes the loss for Faster R-CNN. @@ -58,11 +53,8 @@ def fastrcnn_loss( return classification_loss, box_loss -def maskrcnn_inference( - x: Tensor, - labels: List[Tensor], -) -> List[Tensor]: - +def maskrcnn_inference(x, labels): + # type: (Tensor, List[Tensor]) -> List[Tensor] """ From the results of the CNN, post process the masks by taking the mask corresponding to the class with max @@ -91,13 +83,8 @@ def maskrcnn_inference( return mask_prob -def project_masks_on_boxes( - gt_masks: Tensor, - boxes: Tensor, - matched_idxs: Tensor, - M: int, -) -> Tensor: - +def project_masks_on_boxes(gt_masks, boxes, matched_idxs, M): + # type: (Tensor, Tensor, Tensor, int) -> Tensor """ Given segmentation masks and the bounding boxes corresponding to the location of the masks in the image, this function @@ -111,21 +98,13 @@ def project_masks_on_boxes( return roi_align(gt_masks, rois, (M, M), 1.)[:, 0] -def maskrcnn_loss( - mask_logits: Tensor, - proposals: List[Tensor], - gt_masks: List[Tensor], - gt_labels: List[Tensor], - mask_matched_idxs: List[Tensor], -) -> Tensor: - +def maskrcnn_loss(mask_logits, proposals, gt_masks, gt_labels, mask_matched_idxs): + # type: (Tensor, List[Tensor], List[Tensor], List[Tensor], List[Tensor]) -> Tensor """ Args: - mask_logits (Tensor) proposals (list[BoxList]) - gt_masks: List[Tensor] - gt_labels: List[Tensor] - mask_matched_idxs: List[Tensor], + mask_logits (Tensor) + targets (list[BoxList]) Return: mask_loss (Tensor): scalar tensor containing the loss @@ -152,12 +131,8 @@ def maskrcnn_loss( return mask_loss -def keypoints_to_heatmap( - keypoints: Tensor, - rois: Tensor, - heatmap_size: int, -) -> Tuple[Tensor, Tensor]: - +def keypoints_to_heatmap(keypoints, rois, heatmap_size): + # type: (Tensor, Tensor, int) -> Tuple[Tensor, Tensor] offset_x = rois[:, 0] offset_y = rois[:, 1] scale_x = heatmap_size / (rois[:, 2] - rois[:, 0]) @@ -304,13 +279,8 @@ def heatmaps_to_keypoints(maps, rois): return xy_preds.permute(0, 2, 1), end_scores -def keypointrcnn_loss( - keypoint_logits: Tensor, - proposals: List[Tensor], - gt_keypoints: List[Tensor], - keypoint_matched_idxs: List[Tensor], -) -> Tensor: - +def keypointrcnn_loss(keypoint_logits, proposals, gt_keypoints, keypoint_matched_idxs): + # type: (Tensor, List[Tensor], List[Tensor], List[Tensor]) -> Tensor N, K, H, W = keypoint_logits.shape assert H == W discretization_size = H @@ -339,11 +309,8 @@ def keypointrcnn_loss( return keypoint_loss -def keypointrcnn_inference( - x: Tensor, - boxes: List[Tensor], -) -> Tuple[List[Tensor], List[Tensor]]: - +def keypointrcnn_inference(x, boxes): + # type: (Tensor, List[Tensor]) -> Tuple[List[Tensor], List[Tensor]] kp_probs = [] kp_scores = [] @@ -358,11 +325,8 @@ def keypointrcnn_inference( return kp_probs, kp_scores -def _onnx_expand_boxes( - boxes: Tensor, - scale: float -) -> Tensor: - +def _onnx_expand_boxes(boxes, scale): + # type: (Tensor, float) -> Tensor w_half = (boxes[:, 2] - boxes[:, 0]) * .5 h_half = (boxes[:, 3] - boxes[:, 1]) * .5 x_c = (boxes[:, 2] + boxes[:, 0]) * .5 @@ -382,11 +346,8 @@ def _onnx_expand_boxes( # the next two functions should be merged inside Masker # but are kept here for the moment while we need them # temporarily for paste_mask_in_image -def expand_boxes( - boxes: Tensor, - scale: float -) -> Tensor: - +def expand_boxes(boxes, scale): + # type: (Tensor, float) -> Tensor if torchvision._is_tracing(): return _onnx_expand_boxes(boxes, scale) w_half = (boxes[:, 2] - boxes[:, 0]) * .5 @@ -406,18 +367,13 @@ def expand_boxes( @torch.jit.unused -def expand_masks_tracing_scale( - M: int, - padding: int -) -> float: +def expand_masks_tracing_scale(M, padding): + # type: (int, int) -> float return torch.tensor(M + 2 * padding).to(torch.float32) / torch.tensor(M).to(torch.float32) -def expand_masks( - mask: Tensor, - padding: int -) -> Tuple[Tensor, float]: - +def expand_masks(mask, padding): + # type: (Tensor, int) -> Tuple[Tensor, float] M = mask.shape[-1] if torch._C._get_tracing_state(): # could not import is_tracing(), not sure why scale = expand_masks_tracing_scale(M, padding) @@ -427,13 +383,8 @@ def expand_masks( return padded_mask, scale -def paste_mask_in_image( - mask: Tensor, - box: Tensor, - im_h: int, - im_w: int -) -> Tensor: - +def paste_mask_in_image(mask, box, im_h, im_w): + # type: (Tensor, Tensor, int, int) -> Tensor TO_REMOVE = 1 w = int(box[2] - box[0] + TO_REMOVE) h = int(box[3] - box[1] + TO_REMOVE) @@ -459,12 +410,7 @@ def paste_mask_in_image( return im_mask -def _onnx_paste_mask_in_image( - mask: Tensor, - box: Tensor, - im_h: int, - im_w: int, -): +def _onnx_paste_mask_in_image(mask, box, im_h, im_w): one = torch.ones(1, dtype=torch.int64) zero = torch.zeros(1, dtype=torch.int64) @@ -506,12 +452,7 @@ def _onnx_paste_mask_in_image( @torch.jit._script_if_tracing -def _onnx_paste_masks_in_image_loop( - masks: Tensor, - boxes: Tensor, - im_h: int, - im_w: int, -): +def _onnx_paste_masks_in_image_loop(masks, boxes, im_h, im_w): res_append = torch.zeros(0, im_h, im_w) for i in range(masks.size(0)): mask_res = _onnx_paste_mask_in_image(masks[i][0], boxes[i], im_h, im_w) @@ -520,13 +461,8 @@ def _onnx_paste_masks_in_image_loop( return res_append -def paste_masks_in_image( - masks: Tensor, - boxes: Tensor, - img_shape: Tuple[int, int], - padding: int = 1 -) -> Tensor: - +def paste_masks_in_image(masks, boxes, img_shape, padding=1): + # type: (Tensor, Tensor, Tuple[int, int], int) -> Tensor masks, scale = expand_masks(masks, padding=padding) boxes = expand_boxes(boxes, scale).to(dtype=torch.int64) im_h, im_w = img_shape @@ -553,30 +489,26 @@ class RoIHeads(nn.Module): 'fg_bg_sampler': det_utils.BalancedPositiveNegativeSampler, } - def __init__( - self, - box_roi_pool: MultiScaleRoIAlign, - box_head: nn.Module, - box_predictor: nn.Module, - # Faster R-CNN training - fg_iou_thresh: float, - bg_iou_thresh: float, - batch_size_per_image: int, - positive_fraction: float, - # Faster R-CNN inference - score_thresh: float, - nms_thresh: float, - detections_per_img: float, - # Faster-RCNN Training - bbox_reg_weights: Tuple[float, ...], - # Mask - mask_roi_pool: Optional[MultiScaleRoIAlign] = None, - mask_head: Optional[nn.Module] = None, - mask_predictor: Optional[nn.Module] = None, - keypoint_roi_pool: Optional[MultiScaleRoIAlign] = None, - keypoint_head: Optional[nn.Module] = None, - keypoint_predictor: Optional[nn.Module] = None, - ) -> None: + def __init__(self, + box_roi_pool, + box_head, + box_predictor, + # Faster R-CNN training + fg_iou_thresh, bg_iou_thresh, + batch_size_per_image, positive_fraction, + bbox_reg_weights, + # Faster R-CNN inference + score_thresh, + nms_thresh, + detections_per_img, + # Mask + mask_roi_pool=None, + mask_head=None, + mask_predictor=None, + keypoint_roi_pool=None, + keypoint_head=None, + keypoint_predictor=None, + ): super(RoIHeads, self).__init__() self.box_similarity = box_ops.box_iou @@ -610,7 +542,7 @@ def __init__( self.keypoint_head = keypoint_head self.keypoint_predictor = keypoint_predictor - def has_mask(self) -> bool: + def has_mask(self): if self.mask_roi_pool is None: return False if self.mask_head is None: @@ -619,7 +551,7 @@ def has_mask(self) -> bool: return False return True - def has_keypoint(self) -> bool: + def has_keypoint(self): if self.keypoint_roi_pool is None: return False if self.keypoint_head is None: @@ -628,13 +560,8 @@ def has_keypoint(self) -> bool: return False return True - def assign_targets_to_proposals( - self, - proposals: List[Tensor], - gt_boxes: List[Tensor], - gt_labels: List[Tensor], - ) -> Tuple[List[Tensor], List[Tensor]]: - + def assign_targets_to_proposals(self, proposals, gt_boxes, gt_labels): + # type: (List[Tensor], List[Tensor], List[Tensor]) -> Tuple[List[Tensor], List[Tensor]] matched_idxs = [] labels = [] for proposals_in_image, gt_boxes_in_image, gt_labels_in_image in zip(proposals, gt_boxes, gt_labels): @@ -670,11 +597,8 @@ def assign_targets_to_proposals( labels.append(labels_in_image) return matched_idxs, labels - def subsample( - self, - labels: List[Tensor], - ) -> List[Tensor]: - + def subsample(self, labels): + # type: (List[Tensor]) -> List[Tensor] sampled_pos_inds, sampled_neg_inds = self.fg_bg_sampler(labels) sampled_inds = [] for img_idx, (pos_inds_img, neg_inds_img) in enumerate( @@ -684,12 +608,8 @@ def subsample( sampled_inds.append(img_sampled_inds) return sampled_inds - def add_gt_proposals( - self, - proposals: List[Tensor], - gt_boxes: List[Tensor], - ) -> List[Tensor]: - + def add_gt_proposals(self, proposals, gt_boxes): + # type: (List[Tensor], List[Tensor]) -> List[Tensor] proposals = [ torch.cat((proposal, gt_box)) for proposal, gt_box in zip(proposals, gt_boxes) @@ -697,22 +617,19 @@ def add_gt_proposals( return proposals - def check_targets( - self, - targets: Optional[List[Dict[str, Tensor]]], - ) -> None: + def check_targets(self, targets): + # type: (Optional[List[Dict[str, Tensor]]]) -> None assert targets is not None assert all(["boxes" in t for t in targets]) assert all(["labels" in t for t in targets]) if self.has_mask(): assert all(["masks" in t for t in targets]) - def select_training_samples( - self, - proposals: List[Tensor], - targets: Optional[List[Dict[str, Tensor]]], - ) -> Tuple[List[Tensor], List[Tensor], List[Tensor], List[Tensor]]: - + def select_training_samples(self, + proposals, # type: List[Tensor] + targets # type: Optional[List[Dict[str, Tensor]]] + ): + # type: (...) -> Tuple[List[Tensor], List[Tensor], List[Tensor], List[Tensor]] self.check_targets(targets) assert targets is not None dtype = proposals[0].dtype @@ -744,14 +661,13 @@ def select_training_samples( regression_targets = self.box_coder.encode(matched_gt_boxes, proposals) return proposals, matched_idxs, labels, regression_targets - def postprocess_detections( - self, - class_logits: Tensor, - box_regression: Tensor, - proposals: List[Tensor], - image_shapes: List[Tuple[int, int]], - ) -> Tuple[List[Tensor], List[Tensor], List[Tensor]]: - + def postprocess_detections(self, + class_logits, # type: Tensor + box_regression, # type: Tensor + proposals, # type: List[Tensor] + image_shapes # type: List[Tuple[int, int]] + ): + # type: (...) -> Tuple[List[Tensor], List[Tensor], List[Tensor]] device = class_logits.device num_classes = class_logits.shape[-1] @@ -803,17 +719,16 @@ def postprocess_detections( return all_boxes, all_scores, all_labels - def forward( - self, - features: Dict[str, Tensor], - proposals: List[Tensor], - image_shapes: List[Tuple[int, int]], - targets: Optional[List[Dict[str, Tensor]]] = None, - ) -> Tuple[List[Dict[str, Tensor]], Dict[str, Tensor]]: - + def forward(self, + features, # type: Dict[str, Tensor] + proposals, # type: List[Tensor] + image_shapes, # type: List[Tuple[int, int]] + targets=None # type: Optional[List[Dict[str, Tensor]]] + ): + # type: (...) -> Tuple[List[Dict[str, Tensor]], Dict[str, Tensor]] """ Args: - features (Dict[str, Tensor]) + features (List[Tensor]) proposals (List[Tensor[N, 4]]) image_shapes (List[Tuple[H, W]]) targets (List[Dict]) From 700d74dce7c8eff93569cbd82fd62d8ea8eb989e Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Tue, 3 Aug 2021 00:32:46 +0530 Subject: [PATCH 19/40] enable mypy --- mypy.ini | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/mypy.ini b/mypy.ini index 040b52dfda4..87f75e9a9f6 100644 --- a/mypy.ini +++ b/mypy.ini @@ -16,7 +16,19 @@ ignore_errors = True ignore_errors=True -[mypy-torchvision.models.detection.*] +[mypy-torchvision.models.detection._utils] + +ignore_errors = True + +[mypy-torchvision.models.detection.anchor_utils] + +ignore_errors = True + +[mypy-torchvision.models.detection.backbone_utils] + +ignore_errors = True + +[mypy-torchvision.models.detection.roi_heads] ignore_errors = True From c0e836b1b6a5ea3e786a515cf09ea75b27173844 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Tue, 3 Aug 2021 00:33:03 +0530 Subject: [PATCH 20/40] fixup mypy --- torchvision/models/detection/faster_rcnn.py | 4 ++-- torchvision/models/detection/keypoint_rcnn.py | 6 +++--- torchvision/models/detection/mask_rcnn.py | 6 +++--- torchvision/models/detection/retinanet.py | 4 ++-- torchvision/models/detection/rpn.py | 3 +-- torchvision/models/detection/ssd.py | 7 ++++--- torchvision/models/detection/transform.py | 14 +++++++------- 7 files changed, 22 insertions(+), 22 deletions(-) diff --git a/torchvision/models/detection/faster_rcnn.py b/torchvision/models/detection/faster_rcnn.py index cfd1c9729c2..e9a7d0975d8 100644 --- a/torchvision/models/detection/faster_rcnn.py +++ b/torchvision/models/detection/faster_rcnn.py @@ -246,9 +246,9 @@ def __init__( box_score_thresh, box_nms_thresh, box_detections_per_img) if image_mean is None: - image_mean = [0.485, 0.456, 0.406] + image_mean = (0.485, 0.456, 0.406) if image_std is None: - image_std = [0.229, 0.224, 0.225] + image_std = (0.229, 0.224, 0.225) transform = GeneralizedRCNNTransform(min_size, max_size, image_mean, image_std) super(FasterRCNN, self).__init__(backbone, rpn, roi_heads, transform) diff --git a/torchvision/models/detection/keypoint_rcnn.py b/torchvision/models/detection/keypoint_rcnn.py index bb8a0a71adc..5d7e600e2b9 100644 --- a/torchvision/models/detection/keypoint_rcnn.py +++ b/torchvision/models/detection/keypoint_rcnn.py @@ -1,7 +1,7 @@ import torch from torch import nn -from typing import Any, List, Optional, Tuple +from typing import Any, Optional, Tuple from torchvision.ops import MultiScaleRoIAlign from ._utils import overwrite_eps @@ -158,7 +158,7 @@ def __init__( backbone: nn.Module, num_classes: Optional[int] = None, # transform parameters - min_size: Optional[Tuple[int]] = None, + min_size: Optional[Tuple[int, ...]] = None, max_size: int = 1333, image_mean: Optional[Tuple[float, ...]] = None, image_std: Optional[Tuple[float, ...]] = None, @@ -247,7 +247,7 @@ class KeypointRCNNHeads(nn.Sequential): def __init__( self, in_channels: int, - layers: List[int], + layers: Tuple[int, ...], ) -> None: d = [] next_feature = in_channels diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index 6bf32770049..a141568c76a 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -206,7 +206,7 @@ def __init__( sampling_ratio=2) if mask_head is None: - mask_layers = (256, 256, 256, 256) + mask_layers = (56, 256, 256, 256) mask_dilation = 1 mask_head = MaskRCNNHeads(out_channels, mask_layers, mask_dilation) @@ -245,13 +245,13 @@ class MaskRCNNHeads(nn.Sequential): def __init__( self, in_channels: int, - layers: int, + layers: Tuple[int, ...], dilation: int ) -> None: """ Args: in_channels (int): number of input channels - layers (list): feature dimensions of each FCN layer + layers (tuple): feature dimensions of each FCN layer dilation (int): dilation rate of kernel """ d = OrderedDict() diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 14fcf22cdc7..b91aa7f6281 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -406,9 +406,9 @@ def __init__( self.box_coder = det_utils.BoxCoder(weights=(1.0, 1.0, 1.0, 1.0)) if image_mean is None: - image_mean = [0.485, 0.456, 0.406] + image_mean = (0.485, 0.456, 0.406) if image_std is None: - image_std = [0.229, 0.224, 0.225] + image_std = (0.229, 0.224, 0.225) self.transform = GeneralizedRCNNTransform(min_size, max_size, image_mean, image_std) self.score_thresh = score_thresh diff --git a/torchvision/models/detection/rpn.py b/torchvision/models/detection/rpn.py index e6ceefa21e1..bf169888ae1 100644 --- a/torchvision/models/detection/rpn.py +++ b/torchvision/models/detection/rpn.py @@ -15,8 +15,7 @@ @torch.jit.unused -def _onnx_get_num_anchors_and_pre_nms_top_n(ob, orig_pre_nms_top_n): - # type: (Tensor, int) -> Tuple[int, int] +def _onnx_get_num_anchors_and_pre_nms_top_n(ob: Tensor, orig_pre_nms_top_n: int) -> Tuple[int, int]: from torch.onnx import operators num_anchors = operators.shape_as_tensor(ob)[1].unsqueeze(0) pre_nms_top_n = torch.min(torch.cat( diff --git a/torchvision/models/detection/ssd.py b/torchvision/models/detection/ssd.py index e67c4930b30..e860dca0224 100644 --- a/torchvision/models/detection/ssd.py +++ b/torchvision/models/detection/ssd.py @@ -166,7 +166,8 @@ class SSD(nn.Module): def __init__(self, backbone: nn.Module, anchor_generator: DefaultBoxGenerator, size: Tuple[int, int], num_classes: int, - image_mean: Optional[List[float]] = None, image_std: Optional[List[float]] = None, + image_mean: Optional[Tuple[float, ...]] = None, + image_std: Optional[Tuple[float, ...]] = None, head: Optional[nn.Module] = None, score_thresh: float = 0.01, nms_thresh: float = 0.45, @@ -197,9 +198,9 @@ def __init__(self, backbone: nn.Module, anchor_generator: DefaultBoxGenerator, self.proposal_matcher = det_utils.SSDMatcher(iou_thresh) if image_mean is None: - image_mean = [0.485, 0.456, 0.406] + image_mean = (0.485, 0.456, 0.406) if image_std is None: - image_std = [0.229, 0.224, 0.225] + image_std = (0.229, 0.224, 0.225) self.transform = GeneralizedRCNNTransform(min(size), max(size), image_mean, image_std, size_divisible=1, fixed_size=size) diff --git a/torchvision/models/detection/transform.py b/torchvision/models/detection/transform.py index 1ea2e8e079f..946d46e1d94 100644 --- a/torchvision/models/detection/transform.py +++ b/torchvision/models/detection/transform.py @@ -20,7 +20,7 @@ def _get_shape_onnx(image: Tensor) -> Tensor: def _fake_cast_onnx(v: Tensor) -> float: # ONNX requires a tensor but here we fake its type for JIT. - return v + return v # type: ignore def _resize_image_and_masks(image: Tensor, self_min_size: float, self_max_size: float, @@ -126,13 +126,13 @@ def forward( targets[i] = target_index image_sizes = [img.shape[-2:] for img in images] - images = self.batch_images(images, size_divisible=self.size_divisible) + batched_images = self.batch_images(images, size_divisible=self.size_divisible) image_sizes_list: List[Tuple[int, int]] = [] for image_size in image_sizes: assert len(image_size) == 2 image_sizes_list.append((image_size[0], image_size[1])) - image_list = ImageList(images, image_sizes_list) + image_list = ImageList(batched_images, image_sizes_list) return image_list, targets def normalize( @@ -288,8 +288,8 @@ def __repr__(self) -> str: def resize_keypoints( keypoints: Tensor, - original_size: List[int], - new_size: List[int] + original_size: Tuple[int, int], + new_size: Tuple[int, int], ) -> Tensor: ratios = [ @@ -311,8 +311,8 @@ def resize_keypoints( def resize_boxes( boxes: Tensor, - original_size: List[int], - new_size: List[int], + original_size: Tuple[int, int], + new_size: Tuple[int, int], ) -> Tensor: ratios = [ From a0b3b2a667c64ac04669ce69adfecf52c21df9f3 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 5 Aug 2021 14:03:13 +0530 Subject: [PATCH 21/40] fix test --- test/test_models.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test/test_models.py b/test/test_models.py index 01e972cb008..2c5328fd513 100644 --- a/test/test_models.py +++ b/test/test_models.py @@ -556,7 +556,7 @@ def compute_mean_std(tensor): return True # Full validation performed full_validation = check_out(out) - _check_jit_scriptable(model, ([x],), unwrapper=script_model_unwrapper.get(model_name, None)) + _check_jit_scriptable(model, ((x),), unwrapper=script_model_unwrapper.get(model_name, None)) if dev == torch.device("cuda"): with torch.cuda.amp.autocast(): From fc8032c36634c3c8eb887a8eb8ad568db3e8ec01 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 5 Aug 2021 15:19:17 +0530 Subject: [PATCH 22/40] small fix for tuple --- docs/Makefile | 2 +- torchvision/crash.py | 89 ++++++++++++++++++++++ torchvision/demo_im.jpg | Bin 0 -> 149246 bytes torchvision/demo_im2.jpg | Bin 0 -> 216613 bytes torchvision/demo_im3.jpg | Bin 0 -> 35096 bytes torchvision/example.jpg | Bin 0 -> 96867 bytes torchvision/example2.jpg | Bin 0 -> 118079 bytes torchvision/example3.jpg | Bin 0 -> 37651 bytes torchvision/models/detection/transform.py | 4 +- 9 files changed, 92 insertions(+), 3 deletions(-) create mode 100644 torchvision/crash.py create mode 100644 torchvision/demo_im.jpg create mode 100644 torchvision/demo_im2.jpg create mode 100644 torchvision/demo_im3.jpg create mode 100644 torchvision/example.jpg create mode 100644 torchvision/example2.jpg create mode 100644 torchvision/example3.jpg diff --git a/docs/Makefile b/docs/Makefile index 0488c3db88f..ddd968a686a 100644 --- a/docs/Makefile +++ b/docs/Makefile @@ -6,7 +6,7 @@ ifneq ($(EXAMPLES_PATTERN),) endif # You can set these variables from the command line. -SPHINXOPTS = -W -j auto $(EXAMPLES_PATTERN_OPTS) +SPHINXOPTS = -j auto $(EXAMPLES_PATTERN_OPTS) SPHINXBUILD = sphinx-build SPHINXPROJ = torchvision SOURCEDIR = source diff --git a/torchvision/crash.py b/torchvision/crash.py new file mode 100644 index 00000000000..5731741aeaa --- /dev/null +++ b/torchvision/crash.py @@ -0,0 +1,89 @@ +import torch +import numpy as np +from typing import Union, Optional, List, Tuple, Text, BinaryIO +from torchvision.models.detection import keypointrcnn_resnet50_fpn +from torchvision.transforms.functional import to_tensor +from PIL import Image, ImageDraw, ImageFont, ImageColor +import torchvision.transforms.functional as F +from torchvision.io import read_image +import matplotlib.pyplot as plt + + +def show(imgs): + if not isinstance(imgs, list): + imgs = [imgs] + fix, axs = plt.subplots(ncols=len(imgs), squeeze=False) + for i, img in enumerate(imgs): + img = img.detach() + img = F.to_pil_image(img) + axs[0, i].imshow(np.asarray(img)) + axs[0, i].set(xticklabels=[], yticklabels=[], xticks=[], yticks=[]) + plt.show() + + +@torch.no_grad() +def draw_keypoints( + image: torch.Tensor, + keypoints: torch.Tensor, + labels: Optional[List[str]] = None, + colors: Optional[Union[List[Union[str, Tuple[int, int, int]]], str, Tuple[int, int, int]]] = None, + radius: Optional[int] = 4, + connect: Optional[bool] = False, + font: Optional[str] = None, + font_size: int = 10 +) -> torch.Tensor: + + if not isinstance(image, torch.Tensor): + raise TypeError(f"Tensor expected, got {type(image)}") + elif image.dtype != torch.uint8: + raise ValueError(f"Tensor uint8 expected, got {image.dtype}") + elif image.dim() != 3: + raise ValueError("Pass individual images, not batches") + elif image.size()[0] != 3: + raise ValueError("Pass an RGB image. Other Image formats are not supported") + + ndarr = image.permute(1, 2, 0).numpy() + img_to_draw = Image.fromarray(ndarr) + draw = ImageDraw.Draw(img_to_draw) + out_dtype = torch.uint8 + + img_kpts = keypoints.to(torch.int64).tolist() + + for i, kpt_inst in enumerate(img_kpts): + # Iterate over every keypointpt in each keypoint instance. + for kpt in kpt_inst: + # print(kpt, kpt[0], kpt[1]) + x1 = kpt[0] - radius + x2 = kpt[0] + radius + y1 = kpt[1] - radius + y2 = kpt[1] + radius + # print(x1, y1, x2, y2) + draw.ellipse([x1, y1, x2, y2], fill="red", outline=None, width=0) + + im = np.array(img_to_draw) + img = Image.fromarray(im) + img.save("example3.jpg") + + return torch.from_numpy(np.array(img_to_draw)).permute(2, 0, 1).to(dtype=out_dtype) + + +if __name__ == '__main__': + model = keypointrcnn_resnet50_fpn(pretrained=True) + model = model.eval() + IMAGE_PATH = 'demo_im3.jpg' + image_tensor2 = read_image(IMAGE_PATH) + image = Image.open(IMAGE_PATH) + image_tensor = to_tensor(image) + print(image_tensor.size()) + print(image_tensor.dtype) + output = model([image_tensor])[0] + + kpts = output['keypoints'] + + print(kpts) + print(kpts.size()) + res = draw_keypoints(image_tensor2, kpts) + # show(res) + + # print(output) + # print(len(output)) diff --git a/torchvision/demo_im.jpg b/torchvision/demo_im.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d7ce5e33b75aa926cce67e34f82e53e43b6b4fc GIT binary patch literal 149246 zcmb@tcT`i$7e5-RfYi`?3nd^Z9Yl~$5_$+hLJ@%=p?4L;OH~Lx5IP8f&_jt3njjz@ zL3$Nb1f;7p74_c7{eItC-`{`ly|v!VDWBQ1XYW1x%vop7lz*1~`2b*tnLtedR8&*| z$Ylil^EW`y-7io@QR#-FilVZ4kc!xihw7RdN=h19%KvOo>p=|-?^?sHOrYk*m!$vz z>Kpn-2FBFv0Dzx=XfWK=KfzgnxiP`oGlw^LoAj zxRe9{%qsjV>;KI8e}S3Y1A{{^`F>xX${y$tcL0Fu#wGT75E^(%rz*O{Ty8%9!A<|- zUzRAoyM=+T)VsHQ%wZ`O0NL`Z214tq?G^w_UiyZPtiZC07C#R4b8s?Ee$OlEiD~A(-r#5z{1GH zz{JMF&d$cd#>&CT$Hf8U1+ubn3vu)E^9u?JvU3TG3JZwx2?z@OD};)cj*gy=p83iZ zW&sX14uSvA;h$ar2LtsTS|=JR4gfU=6%7Z~KLY^a%ZE;P`7->cIsV5fG*r}=HeLZR 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zp8oZxr3n~1slePDKTfn!T{PGGWB$4xC3(N~ZW?t<{{SX`kC`5;s==hPL$#!w#$*xn zQU(qQ`WmX2v+6p0GdmTAMJ{4ffN_vAdYl7A73!^zhQa5@5NcSYKG=qRGR>|IGlv{HS)GwpbL z2|}(}UR5BQ_qA)ZZoM_vLLLdHNo8*`ZI&c|aycI3)9|8-*D#!;6=&4s;VeBW*ouy% zQ?ymCue-C{=Wi{|rQ1XY$WCMDsPy*7N{kvPuBuJCac{CddoZUOc)GBHvQm;?dmgP% z1R5x<4l#4Z3nMNa8G%!fLBR%!C>hk~zB<&jz+$+YKR5QwU5tIkz82a_1io%cZ(bt-&{dTRDwfzyvc&+DMP(a@-2^yG`9th`> zGuJsEg<`bxJ1aD<%)F^ANgqlmt{U1+pJkQ84+Tl`t-E^P@9K20+&tQKx-=>zbpfR~ zKSDa>;~CF-j!zE7a^Eyj$WLORezZ|t(a|IG+)7fdJuR#J*~<8r!t17lxR3Wx6Neex z2e=iRZUk{GO3o3Eat~8Q71vHqP}K9PK}LEL2nGqsIrph!jg|4oS}3A!$+Kz@jH<>j zX4mG6YKp&f0Z~me!G_5w2P>X~+KMa7!%4cT?{oAV`h_^<(&dU=wzivUwkYZogn{Mf z0ShnmtQ|X1T{__%)Up&R_#FNph!jy?vVxo(Ud;UC+tkC?jcRVvi@Gmsdd_T-@ZWYS=u$=vA+^BmR3@&fzCSd_<=@s; zbTUgVi`@AvL~FUWk;nrijGmud9y(V&WaClSJj>j_%62RAGmZv50_XCgisN{AQl~c# zsQNm2z9S!t!^06~qb1XO>398G$kx?ohR!&y+ Date: Thu, 5 Aug 2021 15:23:51 +0530 Subject: [PATCH 23/40] commit correctly --- torchvision/models/detection/transform.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/torchvision/models/detection/transform.py b/torchvision/models/detection/transform.py index 946d46e1d94..a558d97a895 100644 --- a/torchvision/models/detection/transform.py +++ b/torchvision/models/detection/transform.py @@ -180,12 +180,12 @@ def resize( return image, target bbox = target["boxes"] - bbox = resize_boxes(bbox, (h, w), image.shape[-2:]) + bbox = resize_boxes(bbox, (h, w), (image.shape[1], image.shape[2])) target["boxes"] = bbox if "keypoints" in target: keypoints = target["keypoints"] - keypoints = resize_keypoints(keypoints, (h, w), image.shape[-2:]) + keypoints = resize_keypoints(keypoints, (h, w), (image.shape[1], image.shape[2])) target["keypoints"] = keypoints return image, target From 4cd5b84e2423a85a4e3b63de25a957c306975a01 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 5 Aug 2021 15:28:49 +0530 Subject: [PATCH 24/40] undo --- docs/Makefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/Makefile b/docs/Makefile index 0488c3db88f..ddd968a686a 100644 --- a/docs/Makefile +++ b/docs/Makefile @@ -6,7 +6,7 @@ ifneq ($(EXAMPLES_PATTERN),) endif # You can set these variables from the command line. -SPHINXOPTS = -W -j auto $(EXAMPLES_PATTERN_OPTS) +SPHINXOPTS = -j auto $(EXAMPLES_PATTERN_OPTS) SPHINXBUILD = sphinx-build SPHINXPROJ = torchvision SOURCEDIR = source From fe7e2890f599fc3f4a085c3960bdd27d00b4619c Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 5 Aug 2021 15:29:51 +0530 Subject: [PATCH 25/40] fix --- torchvision/crash.py | 89 --------------------------------------- torchvision/demo_im.jpg | Bin 149246 -> 0 bytes torchvision/demo_im2.jpg | Bin 216613 -> 0 bytes torchvision/demo_im3.jpg | Bin 35096 -> 0 bytes torchvision/example.jpg | Bin 96867 -> 0 bytes torchvision/example2.jpg | Bin 118079 -> 0 bytes torchvision/example3.jpg | Bin 37651 -> 0 bytes 7 files changed, 89 deletions(-) delete mode 100644 torchvision/crash.py delete mode 100644 torchvision/demo_im.jpg delete mode 100644 torchvision/demo_im2.jpg delete mode 100644 torchvision/demo_im3.jpg delete mode 100644 torchvision/example.jpg delete mode 100644 torchvision/example2.jpg delete mode 100644 torchvision/example3.jpg diff --git a/torchvision/crash.py b/torchvision/crash.py deleted file mode 100644 index 5731741aeaa..00000000000 --- a/torchvision/crash.py +++ /dev/null @@ -1,89 +0,0 @@ -import torch -import numpy as np -from typing import Union, Optional, List, Tuple, Text, BinaryIO -from torchvision.models.detection import keypointrcnn_resnet50_fpn -from torchvision.transforms.functional import to_tensor -from PIL import Image, ImageDraw, ImageFont, ImageColor -import torchvision.transforms.functional as F -from torchvision.io import read_image -import matplotlib.pyplot as plt - - -def show(imgs): - if not isinstance(imgs, list): - imgs = [imgs] - fix, axs = plt.subplots(ncols=len(imgs), squeeze=False) - for i, img in enumerate(imgs): - img = img.detach() - img = F.to_pil_image(img) - axs[0, i].imshow(np.asarray(img)) - axs[0, i].set(xticklabels=[], yticklabels=[], xticks=[], yticks=[]) - plt.show() - - -@torch.no_grad() -def draw_keypoints( - image: torch.Tensor, - keypoints: torch.Tensor, - labels: Optional[List[str]] = None, - colors: Optional[Union[List[Union[str, Tuple[int, int, int]]], str, Tuple[int, int, int]]] = None, - radius: Optional[int] = 4, - connect: Optional[bool] = False, - font: Optional[str] = None, - font_size: int = 10 -) -> torch.Tensor: - - if not isinstance(image, torch.Tensor): - raise TypeError(f"Tensor expected, got {type(image)}") - elif image.dtype != torch.uint8: - raise ValueError(f"Tensor uint8 expected, got {image.dtype}") - elif image.dim() != 3: - raise ValueError("Pass individual images, not batches") - elif image.size()[0] != 3: - raise ValueError("Pass an RGB image. Other Image formats are not supported") - - ndarr = image.permute(1, 2, 0).numpy() - img_to_draw = Image.fromarray(ndarr) - draw = ImageDraw.Draw(img_to_draw) - out_dtype = torch.uint8 - - img_kpts = keypoints.to(torch.int64).tolist() - - for i, kpt_inst in enumerate(img_kpts): - # Iterate over every keypointpt in each keypoint instance. - for kpt in kpt_inst: - # print(kpt, kpt[0], kpt[1]) - x1 = kpt[0] - radius - x2 = kpt[0] + radius - y1 = kpt[1] - radius - y2 = kpt[1] + radius - # print(x1, y1, x2, y2) - draw.ellipse([x1, y1, x2, y2], fill="red", outline=None, width=0) - - im = np.array(img_to_draw) - img = Image.fromarray(im) - img.save("example3.jpg") - - return torch.from_numpy(np.array(img_to_draw)).permute(2, 0, 1).to(dtype=out_dtype) - - -if __name__ == '__main__': - model = keypointrcnn_resnet50_fpn(pretrained=True) - model = model.eval() - IMAGE_PATH = 'demo_im3.jpg' - image_tensor2 = read_image(IMAGE_PATH) - image = Image.open(IMAGE_PATH) - image_tensor = to_tensor(image) - print(image_tensor.size()) - print(image_tensor.dtype) - output = model([image_tensor])[0] - - kpts = output['keypoints'] - - print(kpts) - print(kpts.size()) - res = draw_keypoints(image_tensor2, kpts) - # show(res) - - # print(output) - # print(len(output)) diff --git a/torchvision/demo_im.jpg b/torchvision/demo_im.jpg deleted file mode 100644 index 8d7ce5e33b75aa926cce67e34f82e53e43b6b4fc..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 149246 zcmb@tcT`i$7e5-RfYi`?3nd^Z9Yl~$5_$+hLJ@%=p?4L;OH~Lx5IP8f&_jt3njjz@ zL3$Nb1f;7p74_c7{eItC-`{`ly|v!VDWBQ1XYW1x%vop7lz*1~`2b*tnLtedR8&*| z$Ylil^EW`y-7io@QR#-FilVZ4kc!xihw7RdN=h19%KvOo>p=|-?^?sHOrYk*m!$vz z>Kpn-2FBFv0Dzx=XfWK=KfzgnxiP`oGlw^LoAj zxRe9{%qsjV>;KI8e}S3Y1A{{^`F>xX${y$tcL0Fu#wGT75E^(%rz*O{Ty8%9!A<|- zUzRAoyM=+T)VsHQ%wZ`O0NL`Z214tq?G^w_UiyZPtiZC07C#R4b8s?Ee$OlEiD~A(-r#5z{1GH zz{JMF&d$cd#>&CT$Hf8U1+ubn3vu)E^9u?JvU3TG3JZwx2?z@OD};)cj*gy=p83iZ 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a/docs/Makefile b/docs/Makefile index ddd968a686a..0488c3db88f 100644 --- a/docs/Makefile +++ b/docs/Makefile @@ -6,7 +6,7 @@ ifneq ($(EXAMPLES_PATTERN),) endif # You can set these variables from the command line. -SPHINXOPTS = -j auto $(EXAMPLES_PATTERN_OPTS) +SPHINXOPTS = -W -j auto $(EXAMPLES_PATTERN_OPTS) SPHINXBUILD = sphinx-build SPHINXPROJ = torchvision SOURCEDIR = source From 0daf0d81ce1d81902c135fda5a85441cb1762134 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 5 Aug 2021 15:50:47 +0530 Subject: [PATCH 27/40] don't modify test --- test/test_models.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/test/test_models.py b/test/test_models.py index 2c5328fd513..72ae68f5615 100644 --- a/test/test_models.py +++ b/test/test_models.py @@ -1,5 +1,6 @@ import os import io +import sys from common_utils import map_nested_tensor_object, freeze_rng_state, set_rng_seed, cpu_and_gpu, needs_cuda from _utils_internal import get_relative_path from collections import OrderedDict @@ -556,7 +557,7 @@ def compute_mean_std(tensor): return True # Full validation performed full_validation = check_out(out) - _check_jit_scriptable(model, ((x),), unwrapper=script_model_unwrapper.get(model_name, None)) + _check_jit_scriptable(model, ([x],), unwrapper=script_model_unwrapper.get(model_name, None)) if dev == torch.device("cuda"): with torch.cuda.amp.autocast(): From 4fa92942c12b7fa474bed35d06d6aa2887f8611b Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Thu, 5 Aug 2021 16:01:49 +0530 Subject: [PATCH 28/40] fix tuple bug --- torchvision/models/detection/transform.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/torchvision/models/detection/transform.py b/torchvision/models/detection/transform.py index a558d97a895..91cf3c44096 100644 --- a/torchvision/models/detection/transform.py +++ b/torchvision/models/detection/transform.py @@ -180,12 +180,12 @@ def resize( return image, target bbox = target["boxes"] - bbox = resize_boxes(bbox, (h, w), (image.shape[1], image.shape[2])) + bbox = resize_boxes(bbox, (h, w), tuple(image.shape[-2:])) target["boxes"] = bbox if "keypoints" in target: keypoints = target["keypoints"] - keypoints = resize_keypoints(keypoints, (h, w), (image.shape[1], image.shape[2])) + keypoints = resize_keypoints(keypoints, (h, w), tuple(image.shape[-2:])) target["keypoints"] = keypoints return image, target From 9d0d6cf56ac37ac0f6ebd15080306d65818ed444 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Wed, 22 Sep 2021 18:14:51 +0530 Subject: [PATCH 29/40] Try onnx workaround --- torchvision/models/detection/mask_rcnn.py | 2 +- torchvision/models/detection/transform.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index 76d630b9721..f50b31a5cfd 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -206,7 +206,7 @@ def __init__( sampling_ratio=2) if mask_head is None: - mask_layers = (56, 256, 256, 256) + mask_layers = (256, 256, 256, 256) mask_dilation = 1 mask_head = MaskRCNNHeads(out_channels, mask_layers, mask_dilation) diff --git a/torchvision/models/detection/transform.py b/torchvision/models/detection/transform.py index 74bf29a8d85..bcf3dcef6dc 100644 --- a/torchvision/models/detection/transform.py +++ b/torchvision/models/detection/transform.py @@ -3,7 +3,7 @@ import torchvision from torch import nn, Tensor -from typing import List, Tuple, Dict, Optional +from typing import List, Tuple, Dict, Optional, cast from .image_list import ImageList from .roi_heads import paste_masks_in_image @@ -18,7 +18,7 @@ def _get_shape_onnx(image: Tensor) -> Tensor: @torch.jit.unused def _fake_cast_onnx(v: Tensor) -> float: # ONNX requires a tensor but here we fake its type for JIT. - return v # type: ignore + return cast(float, v) def _resize_image_and_masks(image: Tensor, self_min_size: float, self_max_size: float, From bb73a22da8574196768c106de1aa0b2cc627c570 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Wed, 22 Sep 2021 19:37:09 +0530 Subject: [PATCH 30/40] Fix bugs --- torchvision/models/detection/faster_rcnn.py | 16 ++--- torchvision/models/detection/keypoint_rcnn.py | 12 ++-- torchvision/models/detection/mask_rcnn.py | 6 +- torchvision/models/detection/retinanet.py | 12 ++-- torchvision/models/detection/rpn.py | 10 +-- torchvision/models/detection/ssd.py | 66 ++++++++++++------- torchvision/models/detection/transform.py | 33 +++++++--- 7 files changed, 94 insertions(+), 61 deletions(-) diff --git a/torchvision/models/detection/faster_rcnn.py b/torchvision/models/detection/faster_rcnn.py index 1c124e109da..f3a01bf9e7a 100644 --- a/torchvision/models/detection/faster_rcnn.py +++ b/torchvision/models/detection/faster_rcnn.py @@ -1,6 +1,6 @@ from torch import nn import torch.nn.functional as F -from typing import Optional, Tuple, Any +from typing import Optional, Tuple, Any, cast, List from torchvision.ops import MultiScaleRoIAlign @@ -56,10 +56,10 @@ class FasterRCNN(GeneralizedRCNN): If box_predictor is specified, num_classes should be None. min_size (int): minimum size of the image to be rescaled before feeding it to the backbone max_size (int): maximum size of the image to be rescaled before feeding it to the backbone - image_mean (Tuple[float, float, float]): mean values used for input normalization. + image_mean (List[float, float, float]): mean values used for input normalization. They are generally the mean values of the dataset on which the backbone has been trained on - image_std (Tuple[float, float, float]): std values used for input normalization. + image_std (List[float, float, float]): std values used for input normalization. They are generally the std values of the dataset on which the backbone has been trained on rpn_anchor_generator (AnchorGenerator): module that generates the anchors for a set of feature maps. @@ -149,8 +149,8 @@ def __init__( # transform parameters min_size: int = 800, max_size: int = 1333, - image_mean: Optional[Tuple[float, ...]] = None, - image_std: Optional[Tuple[float, ...]] = None, + image_mean: Optional[List[float]] = None, + image_std: Optional[List[float]] = None, # RPN parameters rpn_anchor_generator: Optional[AnchorGenerator] = None, rpn_head: Optional[nn.Module] = None, @@ -195,7 +195,7 @@ def __init__( raise ValueError("num_classes should not be None when box_predictor " "is not specified") - out_channels = backbone.out_channels + out_channels = cast(int, backbone.out_channels) if rpn_anchor_generator is None: anchor_sizes = ((32,), (64,), (128,), (256,), (512,)) @@ -246,9 +246,9 @@ def __init__( box_score_thresh, box_nms_thresh, box_detections_per_img) if image_mean is None: - image_mean = (0.485, 0.456, 0.406) + image_mean = [0.485, 0.456, 0.406] if image_std is None: - image_std = (0.229, 0.224, 0.225) + image_std = [0.229, 0.224, 0.225] transform = GeneralizedRCNNTransform(min_size, max_size, image_mean, image_std) super(FasterRCNN, self).__init__(backbone, rpn, roi_heads, transform) diff --git a/torchvision/models/detection/keypoint_rcnn.py b/torchvision/models/detection/keypoint_rcnn.py index 20b4f1cf2ea..6d9e1c979f4 100644 --- a/torchvision/models/detection/keypoint_rcnn.py +++ b/torchvision/models/detection/keypoint_rcnn.py @@ -1,7 +1,7 @@ import torch from torch import nn -from typing import Any, Optional, Tuple +from typing import Any, Optional, Tuple, List, cast from torchvision.ops import MultiScaleRoIAlign from ._utils import overwrite_eps @@ -57,10 +57,10 @@ class KeypointRCNN(FasterRCNN): If box_predictor is specified, num_classes should be None. min_size (int): minimum size of the image to be rescaled before feeding it to the backbone max_size (int): maximum size of the image to be rescaled before feeding it to the backbone - image_mean (Tuple[float, float, float]): mean values used for input normalization. + image_mean (List[float, float, float]): mean values used for input normalization. They are generally the mean values of the dataset on which the backbone has been trained on - image_std (Tuple[float, float, float]): std values used for input normalization. + image_std (List[float, float, float]): std values used for input normalization. They are generally the std values of the dataset on which the backbone has been trained on rpn_anchor_generator (AnchorGenerator): module that generates the anchors for a set of feature maps. @@ -160,8 +160,8 @@ def __init__( # transform parameters min_size: Optional[Tuple[int, ...]] = None, max_size: int = 1333, - image_mean: Optional[Tuple[float, ...]] = None, - image_std: Optional[Tuple[float, ...]] = None, + image_mean: Optional[List[float]] = None, + image_std: Optional[List[float]] = None, # RPN parameters rpn_anchor_generator: Optional[AnchorGenerator] = None, rpn_head: Optional[nn.Module] = None, @@ -202,7 +202,7 @@ def __init__( if keypoint_predictor is not None: raise ValueError("num_classes should be None when keypoint_predictor is specified") - out_channels = backbone.out_channels + out_channels = cast(int, backbone.out_channels) if keypoint_roi_pool is None: keypoint_roi_pool = MultiScaleRoIAlign( diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index f50b31a5cfd..9a967a54a60 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -1,7 +1,7 @@ from collections import OrderedDict from torch import nn -from typing import Optional, Tuple, Any +from typing import Optional, Tuple, Any, List from torchvision.ops import MultiScaleRoIAlign @@ -158,8 +158,8 @@ def __init__( # transform parameters min_size: int = 800, max_size: int = 1333, - image_mean: Optional[Tuple[float, ...]] = None, - image_std: Optional[Tuple[float, ...]] = None, + image_mean: Optional[List[float]] = None, + image_std: Optional[List[float]] = None, # RPN parameters rpn_anchor_generator: Optional[AnchorGenerator] = None, rpn_head: Optional[nn.Module] = None, diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 473cf81d8be..95ff97f33d6 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -295,10 +295,10 @@ class RetinaNet(nn.Module): num_classes (int): number of output classes of the model (including the background). min_size (int): minimum size of the image to be rescaled before feeding it to the backbone max_size (int): maximum size of the image to be rescaled before feeding it to the backbone - image_mean (Tuple[float, float, float]): mean values used for input normalization. + image_mean (List[float, float, float]): mean values used for input normalization. They are generally the mean values of the dataset on which the backbone has been trained on - image_std (Tuple[float, float, float]): std values used for input normalization. + image_std (List[float, float, float]): std values used for input normalization. They are generally the std values of the dataset on which the backbone has been trained on anchor_generator (AnchorGenerator): module that generates the anchors for a set of feature maps. @@ -359,8 +359,8 @@ def __init__( # transform parameters min_size: int = 800, max_size: int = 1333, - image_mean: Optional[Tuple[float, ...]] = None, - image_std: Optional[Tuple[float, ...]] = None, + image_mean: Optional[List[float]] = None, + image_std: Optional[List[float]] = None, # Anchor parameters anchor_generator: Optional[AnchorGenerator] = None, head: Optional[nn.Module] = None, @@ -406,9 +406,9 @@ def __init__( self.box_coder = det_utils.BoxCoder(weights=(1.0, 1.0, 1.0, 1.0)) if image_mean is None: - image_mean = (0.485, 0.456, 0.406) + image_mean = [0.485, 0.456, 0.406] if image_std is None: - image_std = (0.229, 0.224, 0.225) + image_std = [0.229, 0.224, 0.225] self.transform = GeneralizedRCNNTransform(min_size, max_size, image_mean, image_std) self.score_thresh = score_thresh diff --git a/torchvision/models/detection/rpn.py b/torchvision/models/detection/rpn.py index bf169888ae1..8c4fe3bb807 100644 --- a/torchvision/models/detection/rpn.py +++ b/torchvision/models/detection/rpn.py @@ -131,10 +131,10 @@ class RegionProposalNetwork(torch.nn.Module): for computing the loss positive_fraction (float): proportion of positive anchors in a mini-batch during training of the RPN - pre_nms_top_n (Dict[int]): number of proposals to keep before applying NMS. It should + pre_nms_top_n (Dict[str, int]): number of proposals to keep before applying NMS. It should contain two fields: training and testing, to allow for different values depending on training or evaluation - post_nms_top_n (Dict[int]): number of proposals to keep after applying NMS. It should + post_nms_top_n (Dict[str, int]): number of proposals to keep after applying NMS. It should contain two fields: training and testing, to allow for different values depending on training or evaluation nms_thresh (float): NMS threshold used for postprocessing the RPN proposals. @@ -184,12 +184,12 @@ def __init__( self.score_thresh = score_thresh self.min_size = 1e-3 - def pre_nms_top_n(self): + def pre_nms_top_n(self) -> int: if self.training: return self._pre_nms_top_n['training'] return self._pre_nms_top_n['testing'] - def post_nms_top_n(self): + def post_nms_top_n(self) -> int: if self.training: return self._post_nms_top_n['training'] return self._post_nms_top_n['testing'] @@ -374,7 +374,7 @@ def forward( Returns: boxes (List[Tensor]): the predicted boxes from the RPN, one Tensor per image. - losses (Dict[Tensor]): the losses for the model during training. During + losses (Dict[str, Tensor]): the losses for the model during training. During testing, it is an empty dict. """ # RPN uses all feature maps that are available diff --git a/torchvision/models/detection/ssd.py b/torchvision/models/detection/ssd.py index e860dca0224..a9ce3221e75 100644 --- a/torchvision/models/detection/ssd.py +++ b/torchvision/models/detection/ssd.py @@ -142,10 +142,10 @@ class SSD(nn.Module): size (Tuple[int, int]): the width and height to which images will be rescaled before feeding them to the backbone. num_classes (int): number of output classes of the model (including the background). - image_mean (Tuple[float, float, float]): mean values used for input normalization. + image_mean (List[float, float, float]): mean values used for input normalization. They are generally the mean values of the dataset on which the backbone has been trained on - image_std (Tuple[float, float, float]): std values used for input normalization. + image_std (List[float, float, float]): std values used for input normalization. They are generally the std values of the dataset on which the backbone has been trained on head (nn.Module, optional): Module run on top of the backbone features. Defaults to a module containing a classification and regression module. @@ -164,23 +164,26 @@ class SSD(nn.Module): 'proposal_matcher': det_utils.Matcher, } - def __init__(self, backbone: nn.Module, anchor_generator: DefaultBoxGenerator, - size: Tuple[int, int], num_classes: int, - image_mean: Optional[Tuple[float, ...]] = None, - image_std: Optional[Tuple[float, ...]] = None, - head: Optional[nn.Module] = None, - score_thresh: float = 0.01, - nms_thresh: float = 0.45, - detections_per_img: int = 200, - iou_thresh: float = 0.5, - topk_candidates: int = 400, - positive_fraction: float = 0.25): - super().__init__() + def __init__( + self, + backbone: nn.Module, + anchor_generator: DefaultBoxGenerator, + size: Tuple[int, int], + num_classes: int, + image_mean: Optional[List[float]] = None, + image_std: Optional[List[float]] = None, + head: Optional[nn.Module] = None, + score_thresh: float = 0.01, + nms_thresh: float = 0.45, + detections_per_img: int = 200, + iou_thresh: float = 0.5, + topk_candidates: int = 400, + positive_fraction: float = 0.25 + ) -> None: + super().__init__() self.backbone = backbone - self.anchor_generator = anchor_generator - self.box_coder = det_utils.BoxCoder(weights=(10., 10., 5., 5.)) if head is None: @@ -198,9 +201,9 @@ def __init__(self, backbone: nn.Module, anchor_generator: DefaultBoxGenerator, self.proposal_matcher = det_utils.SSDMatcher(iou_thresh) if image_mean is None: - image_mean = (0.485, 0.456, 0.406) + image_mean = [0.485, 0.456, 0.406] if image_std is None: - image_std = (0.229, 0.224, 0.225) + image_std = [0.229, 0.224, 0.225] self.transform = GeneralizedRCNNTransform(min(size), max(size), image_mean, image_std, size_divisible=1, fixed_size=size) @@ -214,8 +217,12 @@ def __init__(self, backbone: nn.Module, anchor_generator: DefaultBoxGenerator, self._has_warned = False @torch.jit.unused - def eager_outputs(self, losses: Dict[str, Tensor], - detections: List[Dict[str, Tensor]]) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: + def eager_outputs( + self, + losses: Dict[str, Tensor], + detections: List[Dict[str, Tensor]] + ) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: + if self.training: return losses @@ -493,7 +500,14 @@ def forward(self, x: Tensor) -> Dict[str, Tensor]: return OrderedDict([(str(i), v) for i, v in enumerate(output)]) -def _vgg_extractor(backbone_name: str, highres: bool, progress: bool, pretrained: bool, trainable_layers: int): +def _vgg_extractor( + backbone_name: str, + highres: bool, + progress: bool, + pretrained: bool, + trainable_layers: int +) -> SSDFeatureExtractorVGG: + if backbone_name in backbone_urls: # Use custom backbones more appropriate for SSD arch = backbone_name.split('_')[0] @@ -520,8 +534,14 @@ def _vgg_extractor(backbone_name: str, highres: bool, progress: bool, pretrained return SSDFeatureExtractorVGG(backbone, highres) -def ssd300_vgg16(pretrained: bool = False, progress: bool = True, num_classes: int = 91, - pretrained_backbone: bool = True, trainable_backbone_layers: Optional[int] = None, **kwargs: Any): +def ssd300_vgg16( + pretrained: bool = False, + progress: bool = True, + num_classes: int = 91, + pretrained_backbone: bool = True, + trainable_backbone_layers: Optional[int] = None, + **kwargs: Any +) -> SSD: """Constructs an SSD model with input size 300x300 and a VGG16 backbone. Reference: `"SSD: Single Shot MultiBox Detector" `_. diff --git a/torchvision/models/detection/transform.py b/torchvision/models/detection/transform.py index bcf3dcef6dc..63af2187dfb 100644 --- a/torchvision/models/detection/transform.py +++ b/torchvision/models/detection/transform.py @@ -18,13 +18,18 @@ def _get_shape_onnx(image: Tensor) -> Tensor: @torch.jit.unused def _fake_cast_onnx(v: Tensor) -> float: # ONNX requires a tensor but here we fake its type for JIT. + # cast is no-op at runtime and it's there only to help mypy. return cast(float, v) -def _resize_image_and_masks(image: Tensor, self_min_size: float, self_max_size: float, - target: Optional[Dict[str, Tensor]] = None, - fixed_size: Optional[Tuple[int, int]] = None, - ) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: +def _resize_image_and_masks( + image: Tensor, + self_min_size: float, + self_max_size: float, + target: Optional[Dict[str, Tensor]] = None, + fixed_size: Optional[Tuple[int, int]] = None, +) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]: + if torchvision._is_tracing(): im_shape = _get_shape_onnx(image) else: @@ -72,8 +77,16 @@ class GeneralizedRCNNTransform(nn.Module): It returns a ImageList for the inputs, and a List[Dict[Tensor]] for the targets """ - def __init__(self, min_size: int, max_size: int, image_mean: List[float], image_std: List[float], - size_divisible: int = 32, fixed_size: Optional[Tuple[int, int]] = None): + def __init__( + self, + min_size: int, + max_size: int, + image_mean: List[float], + image_std: List[float], + size_divisible: int = 32, + fixed_size: Optional[Tuple[int, int]] = None + ) -> None: + super(GeneralizedRCNNTransform, self).__init__() if not isinstance(min_size, (list, tuple)): min_size = (min_size,) @@ -162,12 +175,12 @@ def resize( return image, target bbox = target["boxes"] - bbox = resize_boxes(bbox, (h, w), tuple(image.shape[-2:])) + bbox = resize_boxes(bbox, [h, w], list(image.shape[-2:])) target["boxes"] = bbox if "keypoints" in target: keypoints = target["keypoints"] - keypoints = resize_keypoints(keypoints, (h, w), tuple(image.shape[-2:])) + keypoints = resize_keypoints(keypoints, [h, w], list(image.shape[-2:])) target["keypoints"] = keypoints return image, target @@ -224,8 +237,8 @@ def batch_images(self, images: List[Tensor], size_divisible: int = 32) -> Tensor def postprocess(self, result: List[Dict[str, Tensor]], - image_shapes: List[Tuple[int, int]], - original_image_sizes: List[Tuple[int, int]] + image_shapes: List[List[int]], + original_image_sizes: List[List[int]] ) -> List[Dict[str, Tensor]]: if self.training: return result From 4e8e9f706366963f5dbaae8782bcdfb7012d141c Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Wed, 22 Sep 2021 19:59:00 +0530 Subject: [PATCH 31/40] Green up CI --- torchvision/models/detection/roi_heads.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/torchvision/models/detection/roi_heads.py b/torchvision/models/detection/roi_heads.py index 9948d5f537f..da462e0663c 100644 --- a/torchvision/models/detection/roi_heads.py +++ b/torchvision/models/detection/roi_heads.py @@ -461,11 +461,10 @@ def _onnx_paste_masks_in_image_loop(masks, boxes, im_h, im_w): return res_append -def paste_masks_in_image(masks, boxes, img_shape, padding=1): - # type: (Tensor, Tensor, Tuple[int, int], int) -> Tensor +def paste_masks_in_image(masks: Tensor, boxes: Tensor, img_shape: List[int], padding: int = 1) -> Tensor: masks, scale = expand_masks(masks, padding=padding) boxes = expand_boxes(boxes, scale).to(dtype=torch.int64) - im_h, im_w = img_shape + im_h, im_w = img_shape[0], img_shape[1] if torchvision._is_tracing(): return _onnx_paste_masks_in_image_loop(masks, boxes, From ca5d60095c4953d80983a9e2b63ffe12fea3dde7 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Wed, 22 Sep 2021 22:06:37 +0530 Subject: [PATCH 32/40] fixes ssd --- mypy.ini | 4 ++++ torchvision/models/detection/ssd.py | 12 ++++++++++-- 2 files changed, 14 insertions(+), 2 deletions(-) diff --git a/mypy.ini b/mypy.ini index 1198aaac269..3573f12b8dc 100644 --- a/mypy.ini +++ b/mypy.ini @@ -32,6 +32,10 @@ ignore_errors = True ignore_errors = True +[mypy-torchvision.models.detection.ssdlite] + +ignore_errors = True + [mypy-torchvision.ops.*] ignore_errors = True diff --git a/torchvision/models/detection/ssd.py b/torchvision/models/detection/ssd.py index a9ce3221e75..645be0d684f 100644 --- a/torchvision/models/detection/ssd.py +++ b/torchvision/models/detection/ssd.py @@ -4,7 +4,7 @@ from collections import OrderedDict from torch import nn, Tensor -from typing import Any, Dict, List, Optional, Tuple +from typing import Any, Dict, List, Optional, Tuple, cast from . import _utils as det_utils from .anchor_utils import DefaultBoxGenerator @@ -188,7 +188,15 @@ def __init__( if head is None: if hasattr(backbone, 'out_channels'): - out_channels = backbone.out_channels + # Other models use int as out_channel, we need compatibility. + # Also out_channels needs a runtime cast to int for mypy. + out_channels_calc = cast(int, backbone.out_channels) + if isinstance(out_channels_calc, int): + out_channels = [out_channels_calc] + elif isinstance(out_channels_calc, list): + out_channels = out_channels_calc + else: + raise ValueError("Backbone should have out_channels either int or List[int] ") else: out_channels = det_utils.retrieve_out_channels(backbone, size) From 8976768517ee46f400fed7b4b435b065627c3aa3 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Wed, 22 Sep 2021 22:45:34 +0530 Subject: [PATCH 33/40] Use Union for TS --- torchvision/models/detection/generalized_rcnn.py | 1 - torchvision/models/detection/retinanet.py | 5 ++--- torchvision/models/detection/ssd.py | 5 ++--- 3 files changed, 4 insertions(+), 7 deletions(-) diff --git a/torchvision/models/detection/generalized_rcnn.py b/torchvision/models/detection/generalized_rcnn.py index 27a7934a925..3deee9bc044 100644 --- a/torchvision/models/detection/generalized_rcnn.py +++ b/torchvision/models/detection/generalized_rcnn.py @@ -37,7 +37,6 @@ def __init__( # used only on torchscript mode self._has_warned = False - @torch.jit.unused def eager_outputs( self, losses: Dict[str, Tensor], diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 95ff97f33d6..4b2173411d1 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -4,7 +4,7 @@ import torch from torch import nn, Tensor -from typing import Dict, List, Tuple, Optional, Any +from typing import Dict, List, Tuple, Optional, Any, Union from ._utils import overwrite_eps from ..._internally_replaced_utils import load_state_dict_from_url @@ -419,12 +419,11 @@ def __init__( # used only on torchscript mode self._has_warned = False - @torch.jit.unused def eager_outputs( self, losses: Dict[str, Tensor], detections: List[Dict[str, Tensor]], - ) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: + ) -> Union[Dict[str, Tensor], List[Dict[str, Tensor]]]: if self.training: return losses diff --git a/torchvision/models/detection/ssd.py b/torchvision/models/detection/ssd.py index 645be0d684f..50e154dc2c5 100644 --- a/torchvision/models/detection/ssd.py +++ b/torchvision/models/detection/ssd.py @@ -4,7 +4,7 @@ from collections import OrderedDict from torch import nn, Tensor -from typing import Any, Dict, List, Optional, Tuple, cast +from typing import Any, Dict, List, Optional, Tuple, cast, Union from . import _utils as det_utils from .anchor_utils import DefaultBoxGenerator @@ -224,12 +224,11 @@ def __init__( # used only on torchscript mode self._has_warned = False - @torch.jit.unused def eager_outputs( self, losses: Dict[str, Tensor], detections: List[Dict[str, Tensor]] - ) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: + ) -> Union[Dict[str, Tensor], List[Dict[str, Tensor]]]: if self.training: return losses From 6fc8812e0a7bae67672f92b789739ee87214c736 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Wed, 22 Sep 2021 23:00:59 +0530 Subject: [PATCH 34/40] Fix --- torchvision/models/detection/generalized_rcnn.py | 3 ++- torchvision/models/detection/mask_rcnn.py | 4 ++-- torchvision/models/detection/retinanet.py | 5 +++-- 3 files changed, 7 insertions(+), 5 deletions(-) diff --git a/torchvision/models/detection/generalized_rcnn.py b/torchvision/models/detection/generalized_rcnn.py index 3deee9bc044..0f04f777aeb 100644 --- a/torchvision/models/detection/generalized_rcnn.py +++ b/torchvision/models/detection/generalized_rcnn.py @@ -52,7 +52,8 @@ def forward( self, images: List[Tensor], targets: Optional[List[Dict[str, Tensor]]] = None, - ) -> Union[Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]]: + ) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: + """ Args: images (list[Tensor]): images to be processed diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index 9a967a54a60..fed0b9864fb 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -1,7 +1,7 @@ from collections import OrderedDict from torch import nn -from typing import Optional, Tuple, Any, List +from typing import Optional, Tuple, Any, List, cast from torchvision.ops import MultiScaleRoIAlign @@ -197,7 +197,7 @@ def __init__( if mask_predictor is not None: raise ValueError("num_classes should be None when mask_predictor is specified") - out_channels = backbone.out_channels + out_channels = cast(int, backbone.out_channels) if mask_roi_pool is None: mask_roi_pool = MultiScaleRoIAlign( diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 4b2173411d1..059c529ff5b 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -4,7 +4,7 @@ import torch from torch import nn, Tensor -from typing import Dict, List, Tuple, Optional, Any, Union +from typing import Dict, List, Tuple, Optional, Any, Union, cast from ._utils import overwrite_eps from ..._internally_replaced_utils import load_state_dict_from_url @@ -392,7 +392,8 @@ def __init__( self.anchor_generator = anchor_generator if head is None: - head = RetinaNetHead(backbone.out_channels, anchor_generator.num_anchors_per_location()[0], num_classes) + out_channels = cast(int, backbone.out_channels) + head = RetinaNetHead(out_channels, anchor_generator.num_anchors_per_location()[0], num_classes) self.head = head if proposal_matcher is None: From 7422d3b4e82a3bb3d62d33f7728c4ca66b15b1de Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Wed, 22 Sep 2021 23:31:25 +0530 Subject: [PATCH 35/40] Fix small type --- torchvision/models/detection/mask_rcnn.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index fed0b9864fb..4c2da69ea64 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -245,13 +245,13 @@ class MaskRCNNHeads(nn.Sequential): def __init__( self, in_channels: int, - layers: Tuple[int, ...], + layers: List[int], dilation: int ) -> None: """ Args: in_channels (int): number of input channels - layers (tuple): feature dimensions of each FCN layer + layers (list): feature dimensions of each FCN layer dilation (int): dilation rate of kernel """ d = OrderedDict() From a10588c5f063dfac523289a4c2f53193f881bf33 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Wed, 22 Sep 2021 23:36:15 +0530 Subject: [PATCH 36/40] Fix type --- torchvision/models/detection/mask_rcnn.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index 4c2da69ea64..c6f990bbba9 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -206,7 +206,7 @@ def __init__( sampling_ratio=2) if mask_head is None: - mask_layers = (256, 256, 256, 256) + mask_layers = [256, 256, 256, 256] mask_dilation = 1 mask_head = MaskRCNNHeads(out_channels, mask_layers, mask_dilation) From 70e5b6af4d7280295d71d6486e0cae6bfd3beb90 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Sat, 25 Sep 2021 23:17:31 +0530 Subject: [PATCH 37/40] Handle tuple[tuple[int, int]] case, List[float] --- torchvision/models/detection/faster_rcnn.py | 4 +- .../models/detection/generalized_rcnn.py | 2 +- torchvision/models/detection/mask_rcnn.py | 4 +- torchvision/models/detection/retinanet.py | 6 +-- torchvision/models/detection/roi_heads.py | 2 +- torchvision/models/detection/rpn.py | 12 +++-- torchvision/models/detection/ssd.py | 52 ++++++++++--------- torchvision/models/detection/transform.py | 12 ++--- 8 files changed, 50 insertions(+), 44 deletions(-) diff --git a/torchvision/models/detection/faster_rcnn.py b/torchvision/models/detection/faster_rcnn.py index f3a01bf9e7a..50a36e68307 100644 --- a/torchvision/models/detection/faster_rcnn.py +++ b/torchvision/models/detection/faster_rcnn.py @@ -56,10 +56,10 @@ class FasterRCNN(GeneralizedRCNN): If box_predictor is specified, num_classes should be None. min_size (int): minimum size of the image to be rescaled before feeding it to the backbone max_size (int): maximum size of the image to be rescaled before feeding it to the backbone - image_mean (List[float, float, float]): mean values used for input normalization. + image_mean (List[float]): mean values used for input normalization. They are generally the mean values of the dataset on which the backbone has been trained on - image_std (List[float, float, float]): std values used for input normalization. + image_std (List[float]): std values used for input normalization. They are generally the std values of the dataset on which the backbone has been trained on rpn_anchor_generator (AnchorGenerator): module that generates the anchors for a set of feature maps. diff --git a/torchvision/models/detection/generalized_rcnn.py b/torchvision/models/detection/generalized_rcnn.py index 0f04f777aeb..0de8c2ec2fe 100644 --- a/torchvision/models/detection/generalized_rcnn.py +++ b/torchvision/models/detection/generalized_rcnn.py @@ -52,7 +52,7 @@ def forward( self, images: List[Tensor], targets: Optional[List[Dict[str, Tensor]]] = None, - ) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: + ) -> Union[Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]], Dict[str, Tensor], List[Dict[str, Tensor]]]: """ Args: diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index c6f990bbba9..db3210f483d 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -56,10 +56,10 @@ class MaskRCNN(FasterRCNN): If box_predictor is specified, num_classes should be None. min_size (int): minimum size of the image to be rescaled before feeding it to the backbone max_size (int): maximum size of the image to be rescaled before feeding it to the backbone - image_mean (Tuple[float, float, float]): mean values used for input normalization. + image_mean (List[float]: mean values used for input normalization. They are generally the mean values of the dataset on which the backbone has been trained on - image_std (Tuple[float, float, float]): std values used for input normalization. + image_std (List[float]): std values used for input normalization. They are generally the std values of the dataset on which the backbone has been trained on rpn_anchor_generator (AnchorGenerator): module that generates the anchors for a set of feature maps. diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 059c529ff5b..790c5179884 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -295,10 +295,10 @@ class RetinaNet(nn.Module): num_classes (int): number of output classes of the model (including the background). min_size (int): minimum size of the image to be rescaled before feeding it to the backbone max_size (int): maximum size of the image to be rescaled before feeding it to the backbone - image_mean (List[float, float, float]): mean values used for input normalization. + image_mean (List[float]): mean values used for input normalization. They are generally the mean values of the dataset on which the backbone has been trained on - image_std (List[float, float, float]): std values used for input normalization. + image_std (List[float]): std values used for input normalization. They are generally the std values of the dataset on which the backbone has been trained on anchor_generator (AnchorGenerator): module that generates the anchors for a set of feature maps. @@ -517,7 +517,7 @@ def forward( self, images: List[Tensor], targets: Optional[List[Dict[str, Tensor]]] = None, - ) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: + ) -> Union[Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]], Dict[str, Tensor], List[Dict[str, Tensor]]]: """ Args: images (list[Tensor]): images to be processed diff --git a/torchvision/models/detection/roi_heads.py b/torchvision/models/detection/roi_heads.py index da462e0663c..5d0b167bee0 100644 --- a/torchvision/models/detection/roi_heads.py +++ b/torchvision/models/detection/roi_heads.py @@ -461,7 +461,7 @@ def _onnx_paste_masks_in_image_loop(masks, boxes, im_h, im_w): return res_append -def paste_masks_in_image(masks: Tensor, boxes: Tensor, img_shape: List[int], padding: int = 1) -> Tensor: +def paste_masks_in_image(masks: Tensor, boxes: Tensor, img_shape: Tuple[int, int], padding: int = 1) -> Tensor: masks, scale = expand_masks(masks, padding=padding) boxes = expand_boxes(boxes, scale).to(dtype=torch.int64) im_h, im_w = img_shape[0], img_shape[1] diff --git a/torchvision/models/detection/rpn.py b/torchvision/models/detection/rpn.py index 8c4fe3bb807..3502edaff22 100644 --- a/torchvision/models/detection/rpn.py +++ b/torchvision/models/detection/rpn.py @@ -8,7 +8,7 @@ from . import _utils as det_utils from .image_list import ImageList -from typing import List, Optional, Dict, Tuple +from typing import List, Optional, Dict, Tuple, cast # Import AnchorGenerator to keep compatibility. from .anchor_utils import AnchorGenerator @@ -22,6 +22,10 @@ def _onnx_get_num_anchors_and_pre_nms_top_n(ob: Tensor, orig_pre_nms_top_n: int) (torch.tensor([orig_pre_nms_top_n], dtype=num_anchors.dtype), num_anchors), 0)) + # For mypy we cast at runtime + cast(int, num_anchors) + cast(int, pre_nms_top_n) + return num_anchors, pre_nms_top_n @@ -110,9 +114,9 @@ def concat_box_prediction_layers( # concatenate on the first dimension (representing the feature levels), to # take into account the way the labels were generated (with all feature maps # being concatenated as well) - box_cls = torch.cat(box_cls_flattened, dim=1).flatten(0, -2) - box_regression = torch.cat(box_regression_flattened, dim=1).reshape(-1, 4) - return box_cls, box_regression + box_cls_concated = torch.cat(box_cls_flattened, dim=1).flatten(0, -2) + box_regression_concated = torch.cat(box_regression_flattened, dim=1).reshape(-1, 4) + return box_cls_concated, box_regression_concated class RegionProposalNetwork(torch.nn.Module): diff --git a/torchvision/models/detection/ssd.py b/torchvision/models/detection/ssd.py index 50e154dc2c5..ffdc6f2b32d 100644 --- a/torchvision/models/detection/ssd.py +++ b/torchvision/models/detection/ssd.py @@ -142,10 +142,10 @@ class SSD(nn.Module): size (Tuple[int, int]): the width and height to which images will be rescaled before feeding them to the backbone. num_classes (int): number of output classes of the model (including the background). - image_mean (List[float, float, float]): mean values used for input normalization. + image_mean (List[float]): mean values used for input normalization. They are generally the mean values of the dataset on which the backbone has been trained on - image_std (List[float, float, float]): std values used for input normalization. + image_std (List[float]): std values used for input normalization. They are generally the std values of the dataset on which the backbone has been trained on head (nn.Module, optional): Module run on top of the backbone features. Defaults to a module containing a classification and regression module. @@ -165,20 +165,20 @@ class SSD(nn.Module): } def __init__( - self, - backbone: nn.Module, - anchor_generator: DefaultBoxGenerator, - size: Tuple[int, int], - num_classes: int, - image_mean: Optional[List[float]] = None, - image_std: Optional[List[float]] = None, - head: Optional[nn.Module] = None, - score_thresh: float = 0.01, - nms_thresh: float = 0.45, - detections_per_img: int = 200, - iou_thresh: float = 0.5, - topk_candidates: int = 400, - positive_fraction: float = 0.25 + self, + backbone: nn.Module, + anchor_generator: DefaultBoxGenerator, + size: Tuple[int, int], + num_classes: int, + image_mean: Optional[List[float]] = None, + image_std: Optional[List[float]] = None, + head: Optional[nn.Module] = None, + score_thresh: float = 0.01, + nms_thresh: float = 0.45, + detections_per_img: int = 200, + iou_thresh: float = 0.5, + topk_candidates: int = 400, + positive_fraction: float = 0.25 ) -> None: super().__init__() @@ -225,9 +225,9 @@ def __init__( self._has_warned = False def eager_outputs( - self, - losses: Dict[str, Tensor], - detections: List[Dict[str, Tensor]] + self, + losses: Dict[str, Tensor], + detections: List[Dict[str, Tensor]] ) -> Union[Dict[str, Tensor], List[Dict[str, Tensor]]]: if self.training: @@ -263,7 +263,7 @@ def compute_loss(self, targets: List[Dict[str, Tensor]], head_outputs: Dict[str, )) # Estimate ground truth for class targets - gt_classes_target = torch.zeros((cls_logits_per_image.size(0), ), dtype=targets_per_image['labels'].dtype, + gt_classes_target = torch.zeros((cls_logits_per_image.size(0),), dtype=targets_per_image['labels'].dtype, device=targets_per_image['labels'].device) gt_classes_target[foreground_idxs_per_image] = \ targets_per_image['labels'][foreground_matched_idxs_per_image] @@ -296,8 +296,12 @@ def compute_loss(self, targets: List[Dict[str, Tensor]], head_outputs: Dict[str, 'classification': (cls_loss[foreground_idxs].sum() + cls_loss[background_idxs].sum()) / N, } - def forward(self, images: List[Tensor], - targets: Optional[List[Dict[str, Tensor]]] = None) -> Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]]: + def forward( + self, + images: List[Tensor], + targets: Optional[List[Dict[str, Tensor]]] = None + ) -> Union[Tuple[Dict[str, Tensor], List[Dict[str, Tensor]]], Dict[str, Tensor], List[Dict[str, Tensor]]]: + if self.training and targets is None: raise ValueError("In training mode, targets should be passed") @@ -308,8 +312,7 @@ def forward(self, images: List[Tensor], if isinstance(boxes, torch.Tensor): if len(boxes.shape) != 2 or boxes.shape[-1] != 4: raise ValueError("Expected target boxes to be a tensor" - "of shape [N, 4], got {:}.".format( - boxes.shape)) + "of shape [N, 4], got {:}.".format(boxes.shape)) else: raise ValueError("Expected target boxes to be of type " "Tensor, got {:}.".format(type(boxes))) @@ -514,7 +517,6 @@ def _vgg_extractor( pretrained: bool, trainable_layers: int ) -> SSDFeatureExtractorVGG: - if backbone_name in backbone_urls: # Use custom backbones more appropriate for SSD arch = backbone_name.split('_')[0] diff --git a/torchvision/models/detection/transform.py b/torchvision/models/detection/transform.py index 63af2187dfb..f79285c24ae 100644 --- a/torchvision/models/detection/transform.py +++ b/torchvision/models/detection/transform.py @@ -175,12 +175,12 @@ def resize( return image, target bbox = target["boxes"] - bbox = resize_boxes(bbox, [h, w], list(image.shape[-2:])) + bbox = resize_boxes(bbox, (h, w), tuple(image.shape[-2:])) target["boxes"] = bbox if "keypoints" in target: keypoints = target["keypoints"] - keypoints = resize_keypoints(keypoints, [h, w], list(image.shape[-2:])) + keypoints = resize_keypoints(keypoints, (h, w), tuple(image.shape[-2:])) target["keypoints"] = keypoints return image, target @@ -237,8 +237,8 @@ def batch_images(self, images: List[Tensor], size_divisible: int = 32) -> Tensor def postprocess(self, result: List[Dict[str, Tensor]], - image_shapes: List[List[int]], - original_image_sizes: List[List[int]] + image_shapes: List[Tuple[int, int]], + original_image_sizes: List[Tuple[int, int]] ) -> List[Dict[str, Tensor]]: if self.training: return result @@ -266,7 +266,7 @@ def __repr__(self) -> str: return format_string -def resize_keypoints(keypoints: Tensor, original_size: List[int], new_size: List[int]) -> Tensor: +def resize_keypoints(keypoints: Tensor, original_size: Tuple[int, int], new_size: Tuple[int, int]) -> Tensor: ratios = [ torch.tensor(s, dtype=torch.float32, device=keypoints.device) / torch.tensor(s_orig, dtype=torch.float32, device=keypoints.device) @@ -284,7 +284,7 @@ def resize_keypoints(keypoints: Tensor, original_size: List[int], new_size: List return resized_data -def resize_boxes(boxes: Tensor, original_size: List[int], new_size: List[int]) -> Tensor: +def resize_boxes(boxes: Tensor, original_size: Tuple[int, int], new_size: Tuple[int, int]) -> Tensor: ratios = [ torch.tensor(s, dtype=torch.float32, device=boxes.device) / torch.tensor(s_orig, dtype=torch.float32, device=boxes.device) From 7d4e919167392313642a1ce3f6ac291cb2b9eb6c Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Sat, 25 Sep 2021 23:48:20 +0530 Subject: [PATCH 38/40] Use nn.ModuleList and nn.ModuleDict --- torchvision/models/detection/keypoint_rcnn.py | 3 ++- torchvision/models/detection/mask_rcnn.py | 9 ++++----- torchvision/models/detection/retinanet.py | 19 ++++++++++--------- torchvision/models/detection/rpn.py | 4 +--- 4 files changed, 17 insertions(+), 18 deletions(-) diff --git a/torchvision/models/detection/keypoint_rcnn.py b/torchvision/models/detection/keypoint_rcnn.py index 6d9e1c979f4..b4ef144c93d 100644 --- a/torchvision/models/detection/keypoint_rcnn.py +++ b/torchvision/models/detection/keypoint_rcnn.py @@ -249,7 +249,8 @@ def __init__( in_channels: int, layers: Tuple[int, ...], ) -> None: - d = [] + + d = nn.ModuleList() next_feature = in_channels for out_channels in layers: d.append(nn.Conv2d(next_feature, out_channels, 3, stride=1, padding=1)) diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index db3210f483d..78cdf9108a0 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -254,13 +254,12 @@ def __init__( layers (list): feature dimensions of each FCN layer dilation (int): dilation rate of kernel """ - d = OrderedDict() + d = nn.ModuleDict() next_feature = in_channels for layer_idx, layer_features in enumerate(layers, 1): - d["mask_fcn{}".format(layer_idx)] = nn.Conv2d( - next_feature, layer_features, kernel_size=3, - stride=1, padding=dilation, dilation=dilation) - d["relu{}".format(layer_idx)] = nn.ReLU(inplace=True) + d[f"mask_fcn{layer_idx}"] = nn.Conv2d(next_feature, layer_features, + kernel_size=3, stride=1, padding=dilation, dilation=dilation) + d[f"relu{layer_idx}"] = nn.ReLU(inplace=True) next_feature = layer_features super(MaskRCNNHeads, self).__init__(d) diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 790c5179884..5a043714ce2 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -92,7 +92,7 @@ def __init__( ) -> None: super().__init__() - conv = [] + conv = nn.ModuleList() for _ in range(4): conv.append(nn.Conv2d(in_channels, in_channels, kernel_size=3, stride=1, padding=1)) conv.append(nn.ReLU()) @@ -189,7 +189,7 @@ def __init__( ) -> None: super().__init__() - conv = [] + conv = nn.ModuleList() for _ in range(4): conv.append(nn.Conv2d(in_channels, in_channels, kernel_size=3, stride=1, padding=1)) conv.append(nn.ReLU()) @@ -497,18 +497,19 @@ def postprocess_detections( image_scores.append(scores_per_level) image_labels.append(labels_per_level) - image_boxes = torch.cat(image_boxes, dim=0) - image_scores = torch.cat(image_scores, dim=0) - image_labels = torch.cat(image_labels, dim=0) + image_boxes_concated = torch.cat(image_boxes, dim=0) + image_scores_concated = torch.cat(image_scores, dim=0) + image_labels_concated = torch.cat(image_labels, dim=0) # non-maximum suppression - keep = box_ops.batched_nms(image_boxes, image_scores, image_labels, self.nms_thresh) + keep = box_ops.batched_nms(image_boxes_concated, image_scores_concated, + image_labels_concated, self.nms_thresh) keep = keep[:self.detections_per_img] detections.append({ - 'boxes': image_boxes[keep], - 'scores': image_scores[keep], - 'labels': image_labels[keep], + 'boxes': image_boxes_concated[keep], + 'scores': image_scores_concated[keep], + 'labels': image_labels_concated[keep], }) return detections diff --git a/torchvision/models/detection/rpn.py b/torchvision/models/detection/rpn.py index 3502edaff22..4462adc2f2c 100644 --- a/torchvision/models/detection/rpn.py +++ b/torchvision/models/detection/rpn.py @@ -23,10 +23,8 @@ def _onnx_get_num_anchors_and_pre_nms_top_n(ob: Tensor, orig_pre_nms_top_n: int) num_anchors), 0)) # For mypy we cast at runtime - cast(int, num_anchors) - cast(int, pre_nms_top_n) - return num_anchors, pre_nms_top_n + return cast(int, num_anchors), cast(int, pre_nms_top_n) class RPNHead(nn.Module): From e941e485f37ffc10ca18391157e7aa5cb21f7b14 Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Wed, 6 Oct 2021 23:38:12 +0530 Subject: [PATCH 39/40] Fix JIT issue, final update for CI Check --- torchvision/models/detection/faster_rcnn.py | 2 +- torchvision/models/detection/keypoint_rcnn.py | 4 ++-- torchvision/models/detection/mask_rcnn.py | 4 +++- torchvision/models/detection/retinanet.py | 8 ++++---- torchvision/models/detection/roi_heads.py | 2 +- torchvision/models/detection/ssd.py | 16 ++++++++-------- torchvision/models/detection/transform.py | 12 ++++++------ 7 files changed, 25 insertions(+), 23 deletions(-) diff --git a/torchvision/models/detection/faster_rcnn.py b/torchvision/models/detection/faster_rcnn.py index 298b801ab25..b4ec18df283 100644 --- a/torchvision/models/detection/faster_rcnn.py +++ b/torchvision/models/detection/faster_rcnn.py @@ -231,7 +231,7 @@ def __init__( if box_predictor is None: representation_size = 1024 - box_predictor = FastRCNNPredictor(representation_size, num_classes) + box_predictor = FastRCNNPredictor(representation_size, num_classes) # type: ignore[arg-type] roi_heads = RoIHeads( # Box diff --git a/torchvision/models/detection/keypoint_rcnn.py b/torchvision/models/detection/keypoint_rcnn.py index a68d6988e03..52c4763ce70 100644 --- a/torchvision/models/detection/keypoint_rcnn.py +++ b/torchvision/models/detection/keypoint_rcnn.py @@ -54,10 +54,10 @@ class KeypointRCNN(FasterRCNN): If box_predictor is specified, num_classes should be None. min_size (int): minimum size of the image to be rescaled before feeding it to the backbone max_size (int): maximum size of the image to be rescaled before feeding it to the backbone - image_mean (List[float, float, float]): mean values used for input normalization. + image_mean (List[float]): mean values used for input normalization. They are generally the mean values of the dataset on which the backbone has been trained on - image_std (List[float, float, float]): std values used for input normalization. + image_std (List[float]): std values used for input normalization. They are generally the std values of the dataset on which the backbone has been trained on rpn_anchor_generator (AnchorGenerator): module that generates the anchors for a set of feature maps. diff --git a/torchvision/models/detection/mask_rcnn.py b/torchvision/models/detection/mask_rcnn.py index 27e73786b12..efd4d49ab8c 100644 --- a/torchvision/models/detection/mask_rcnn.py +++ b/torchvision/models/detection/mask_rcnn.py @@ -210,7 +210,9 @@ def __init__( if mask_predictor is None: mask_predictor_in_channels = 256 # == mask_layers[-1] mask_dim_reduced = 256 - mask_predictor = MaskRCNNPredictor(mask_predictor_in_channels, mask_dim_reduced, num_classes) + mask_predictor = MaskRCNNPredictor( + mask_predictor_in_channels, mask_dim_reduced, num_classes + ) # type: ignore[arg-type] super(MaskRCNN, self).__init__( backbone, diff --git a/torchvision/models/detection/retinanet.py b/torchvision/models/detection/retinanet.py index 63b65689bfe..c85c3edd8b7 100644 --- a/torchvision/models/detection/retinanet.py +++ b/torchvision/models/detection/retinanet.py @@ -437,9 +437,9 @@ def compute_loss( continue match_quality_matrix = box_ops.box_iou(targets_per_image["boxes"], anchors_per_image) - matched_idxs.append(self.proposal_matcher(match_quality_matrix)) + matched_idxs.append(self.proposal_matcher(match_quality_matrix)) # type: ignore[operator] - return self.head.compute_loss(targets, head_outputs, anchors, matched_idxs) + return self.head.compute_loss(targets, head_outputs, anchors, matched_idxs) # type: ignore[operator] def postprocess_detections( self, @@ -544,11 +544,11 @@ def forward( raise ValueError("Expected target boxes to be of type " "Tensor, got {:}.".format(type(boxes))) # get the original image sizes - original_image_sizes: List[Tuple[int, int]] = [] + original_image_sizes: List[List[int]] = [] for img in images: val = img.shape[-2:] assert len(val) == 2 - original_image_sizes.append((val[0], val[1])) + original_image_sizes.append([val[0], val[1]]) # transform the input images, targets = self.transform(images, targets) diff --git a/torchvision/models/detection/roi_heads.py b/torchvision/models/detection/roi_heads.py index b5edd30ba79..1ef1ff9d865 100644 --- a/torchvision/models/detection/roi_heads.py +++ b/torchvision/models/detection/roi_heads.py @@ -469,7 +469,7 @@ def _onnx_paste_masks_in_image_loop(masks, boxes, im_h, im_w): return res_append -def paste_masks_in_image(masks: Tensor, boxes: Tensor, img_shape: Tuple[int, int], padding: int = 1) -> Tensor: +def paste_masks_in_image(masks: Tensor, boxes: Tensor, img_shape: List[int], padding: int = 1) -> Tensor: masks, scale = expand_masks(masks, padding=padding) boxes = expand_boxes(boxes, scale).to(dtype=torch.int64) im_h, im_w = img_shape[0], img_shape[1] diff --git a/torchvision/models/detection/ssd.py b/torchvision/models/detection/ssd.py index ebc4589092d..7803d911041 100644 --- a/torchvision/models/detection/ssd.py +++ b/torchvision/models/detection/ssd.py @@ -27,7 +27,7 @@ } -def _xavier_init(conv: nn.Module): +def _xavier_init(conv: nn.Module) -> None: for layer in conv.modules(): if isinstance(layer, nn.Conv2d): torch.nn.init.xavier_uniform_(layer.weight) @@ -36,7 +36,7 @@ def _xavier_init(conv: nn.Module): class SSDHead(nn.Module): - def __init__(self, in_channels: List[int], num_anchors: List[int], num_classes: int): + def __init__(self, in_channels: List[int], num_anchors: List[int], num_classes: int) -> None: super().__init__() self.classification_head = SSDClassificationHead(in_channels, num_anchors, num_classes) self.regression_head = SSDRegressionHead(in_channels, num_anchors) @@ -49,7 +49,7 @@ def forward(self, x: List[Tensor]) -> Dict[str, Tensor]: class SSDScoringHead(nn.Module): - def __init__(self, module_list: nn.ModuleList, num_columns: int): + def __init__(self, module_list: nn.ModuleList, num_columns: int) -> None: super().__init__() self.module_list = module_list self.num_columns = num_columns @@ -86,7 +86,7 @@ def forward(self, x: List[Tensor]) -> Tensor: class SSDClassificationHead(SSDScoringHead): - def __init__(self, in_channels: List[int], num_anchors: List[int], num_classes: int): + def __init__(self, in_channels: List[int], num_anchors: List[int], num_classes: int) -> None: cls_logits = nn.ModuleList() for channels, anchors in zip(in_channels, num_anchors): cls_logits.append(nn.Conv2d(channels, num_classes * anchors, kernel_size=3, padding=1)) @@ -95,7 +95,7 @@ def __init__(self, in_channels: List[int], num_anchors: List[int], num_classes: class SSDRegressionHead(SSDScoringHead): - def __init__(self, in_channels: List[int], num_anchors: List[int]): + def __init__(self, in_channels: List[int], num_anchors: List[int]) -> None: bbox_reg = nn.ModuleList() for channels, anchors in zip(in_channels, num_anchors): bbox_reg.append(nn.Conv2d(channels, 4 * anchors, kernel_size=3, padding=1)) @@ -324,11 +324,11 @@ def forward( raise ValueError("Expected target boxes to be of type " "Tensor, got {:}.".format(type(boxes))) # get the original image sizes - original_image_sizes: List[Tuple[int, int]] = [] + original_image_sizes: List[List[int]] = [] for img in images: val = img.shape[-2:] assert len(val) == 2 - original_image_sizes.append((val[0], val[1])) + original_image_sizes.append([val[0], val[1]]) # transform the input images, targets = self.transform(images, targets) @@ -440,7 +440,7 @@ def postprocess_detections( class SSDFeatureExtractorVGG(nn.Module): - def __init__(self, backbone: nn.Module, highres: bool): + def __init__(self, backbone: nn.Module, highres: bool) -> None: super().__init__() _, _, maxpool3_pos, maxpool4_pos, _ = (i for i, layer in enumerate(backbone) if isinstance(layer, nn.MaxPool2d)) diff --git a/torchvision/models/detection/transform.py b/torchvision/models/detection/transform.py index 2d57e3300de..f64b2c6d70e 100644 --- a/torchvision/models/detection/transform.py +++ b/torchvision/models/detection/transform.py @@ -182,12 +182,12 @@ def resize( return image, target bbox = target["boxes"] - bbox = resize_boxes(bbox, (h, w), tuple(image.shape[-2:])) + bbox = resize_boxes(bbox, [h, w], list(image.shape[-2:])) target["boxes"] = bbox if "keypoints" in target: keypoints = target["keypoints"] - keypoints = resize_keypoints(keypoints, (h, w), tuple(image.shape[-2:])) + keypoints = resize_keypoints(keypoints, [h, w], list(image.shape[-2:])) target["keypoints"] = keypoints return image, target @@ -245,8 +245,8 @@ def batch_images(self, images: List[Tensor], size_divisible: int = 32) -> Tensor def postprocess( self, result: List[Dict[str, Tensor]], - image_shapes: List[Tuple[int, int]], - original_image_sizes: List[Tuple[int, int]], + image_shapes: List[List[int]], + original_image_sizes: List[List[int]], ) -> List[Dict[str, Tensor]]: if self.training: return result @@ -275,7 +275,7 @@ def __repr__(self) -> str: return format_string -def resize_keypoints(keypoints: Tensor, original_size: Tuple[int, int], new_size: Tuple[int, int]) -> Tensor: +def resize_keypoints(keypoints: Tensor, original_size: List[int], new_size: List[int]) -> Tensor: ratios = [ torch.tensor(s, dtype=torch.float32, device=keypoints.device) / torch.tensor(s_orig, dtype=torch.float32, device=keypoints.device) @@ -293,7 +293,7 @@ def resize_keypoints(keypoints: Tensor, original_size: Tuple[int, int], new_size return resized_data -def resize_boxes(boxes: Tensor, original_size: Tuple[int, int], new_size: Tuple[int, int]) -> Tensor: +def resize_boxes(boxes: Tensor, original_size: List[int], new_size: List[int]) -> Tensor: ratios = [ torch.tensor(s, dtype=torch.float32, device=boxes.device) / torch.tensor(s_orig, dtype=torch.float32, device=boxes.device) From becbbd65c109766c822e17ff1f5d1cb043ccdd0d Mon Sep 17 00:00:00 2001 From: Aditya Oke Date: Wed, 6 Oct 2021 23:50:29 +0530 Subject: [PATCH 40/40] Fix JIT issue --- torchvision/models/detection/generalized_rcnn.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/torchvision/models/detection/generalized_rcnn.py b/torchvision/models/detection/generalized_rcnn.py index 17f36f05338..6826d8ec4b2 100644 --- a/torchvision/models/detection/generalized_rcnn.py +++ b/torchvision/models/detection/generalized_rcnn.py @@ -81,11 +81,11 @@ def forward( else: raise ValueError("Expected target boxes to be of type " "Tensor, got {:}.".format(type(boxes))) - original_image_sizes: List[Tuple[int, int]] = [] + original_image_sizes: List[List[int]] = [] for img in images: val = img.shape[-2:] assert len(val) == 2 - original_image_sizes.append((val[0], val[1])) + original_image_sizes.append([val[0], val[1]]) images, targets = self.transform(images, targets)