diff --git a/torchvision/datasets/dtd.py b/torchvision/datasets/dtd.py
index 2d8314346b9..2b10efe94e2 100644
--- a/torchvision/datasets/dtd.py
+++ b/torchvision/datasets/dtd.py
@@ -1,6 +1,6 @@
 import os
 import pathlib
-from typing import Callable, Optional
+from typing import Any, Callable, Optional, Tuple
 
 import PIL.Image
 
@@ -76,7 +76,7 @@ def __init__(
     def __len__(self) -> int:
         return len(self._image_files)
 
-    def __getitem__(self, idx):
+    def __getitem__(self, idx: int) -> Tuple[Any, Any]:
         image_file, label = self._image_files[idx], self._labels[idx]
         image = PIL.Image.open(image_file).convert("RGB")
 
diff --git a/torchvision/datasets/fgvc_aircraft.py b/torchvision/datasets/fgvc_aircraft.py
index 2e4993361ca..aa705b305d8 100644
--- a/torchvision/datasets/fgvc_aircraft.py
+++ b/torchvision/datasets/fgvc_aircraft.py
@@ -90,7 +90,7 @@ def __init__(
     def __len__(self) -> int:
         return len(self._image_files)
 
-    def __getitem__(self, idx) -> Tuple[Any, Any]:
+    def __getitem__(self, idx: int) -> Tuple[Any, Any]:
         image_file, label = self._image_files[idx], self._labels[idx]
         image = PIL.Image.open(image_file).convert("RGB")
 
diff --git a/torchvision/datasets/flowers102.py b/torchvision/datasets/flowers102.py
index ad3a6dda0e8..fdaf2ddb4d1 100644
--- a/torchvision/datasets/flowers102.py
+++ b/torchvision/datasets/flowers102.py
@@ -76,7 +76,7 @@ def __init__(
     def __len__(self) -> int:
         return len(self._image_files)
 
-    def __getitem__(self, idx) -> Tuple[Any, Any]:
+    def __getitem__(self, idx: int) -> Tuple[Any, Any]:
         image_file, label = self._image_files[idx], self._labels[idx]
         image = PIL.Image.open(image_file).convert("RGB")
 
diff --git a/torchvision/datasets/food101.py b/torchvision/datasets/food101.py
index e7d1bd19447..d2557a82736 100644
--- a/torchvision/datasets/food101.py
+++ b/torchvision/datasets/food101.py
@@ -69,7 +69,7 @@ def __init__(
     def __len__(self) -> int:
         return len(self._image_files)
 
-    def __getitem__(self, idx) -> Tuple[Any, Any]:
+    def __getitem__(self, idx: int) -> Tuple[Any, Any]:
         image_file, label = self._image_files[idx], self._labels[idx]
         image = PIL.Image.open(image_file).convert("RGB")
 
diff --git a/torchvision/datasets/rendered_sst2.py b/torchvision/datasets/rendered_sst2.py
index 89adf8cf8d8..58ea2f9cfe9 100644
--- a/torchvision/datasets/rendered_sst2.py
+++ b/torchvision/datasets/rendered_sst2.py
@@ -59,7 +59,7 @@ def __init__(
     def __len__(self) -> int:
         return len(self._samples)
 
-    def __getitem__(self, idx) -> Tuple[Any, Any]:
+    def __getitem__(self, idx: int) -> Tuple[Any, Any]:
         image_file, label = self._samples[idx]
         image = PIL.Image.open(image_file).convert("RGB")
 
diff --git a/torchvision/datasets/sun397.py b/torchvision/datasets/sun397.py
index 05cb910dde8..0a1ffef9b98 100644
--- a/torchvision/datasets/sun397.py
+++ b/torchvision/datasets/sun397.py
@@ -55,7 +55,7 @@ def __init__(
     def __len__(self) -> int:
         return len(self._image_files)
 
-    def __getitem__(self, idx) -> Tuple[Any, Any]:
+    def __getitem__(self, idx: int) -> Tuple[Any, Any]:
         image_file, label = self._image_files[idx], self._labels[idx]
         image = PIL.Image.open(image_file).convert("RGB")