diff --git a/torchvision/transforms/transforms.py b/torchvision/transforms/transforms.py
index 964504eb9dc..5871623d5aa 100644
--- a/torchvision/transforms/transforms.py
+++ b/torchvision/transforms/transforms.py
@@ -644,8 +644,7 @@ def get_params(img, scale, ratio):
 
             w = int(round(math.sqrt(target_area * aspect_ratio)))
             h = int(round(math.sqrt(target_area / aspect_ratio)))
-
-            if w <= img.size[0] and h <= img.size[1]:
+            if w <= img.size[0] and h <= img.size[1] and aspect_ratio <= max(ratio) and aspect_ratio >= min(ratio):
                 i = random.randint(0, img.size[1] - h)
                 j = random.randint(0, img.size[0] - w)
                 return i, j, h, w