don't resize up in load_image if augmenting

ultralytics · Apr 21, 2021 · 6ba3c84 · 6ba3c84
1 parent f7bc685
commit 6ba3c84
Showing 1 changed file with 2 additions and 2 deletions.
diff --git a/utils/datasets.py b/utils/datasets.py
@@ -635,8 +635,8 @@ def load_image(self, index):
         assert img is not None, 'Image Not Found ' + path
         h0, w0 = img.shape[:2]  # orig hw
         r = self.img_size / max(h0, w0)  # resize image to img_size
-        if r != 1:  # always resize down, only resize up if training with augmentation
-            interp = cv2.INTER_AREA if r < 1 and not self.augment else cv2.INTER_LINEAR
+        if r < 1 or (r > 1 and not self.augment):  # always resize down, only resize up if training with augmentation
+            interp = cv2.INTER_AREA if r < 1 else cv2.INTER_LINEAR
             img = cv2.resize(img, (int(w0 * r), int(h0 * r)), interpolation=interp)
         return img, (h0, w0), img.shape[:2]  # img, hw_original, hw_resized
     else: