diff --git a/utils/datasets.py b/utils/datasets.py index 4c0e3b20..bd87dd19 100755 --- a/utils/datasets.py +++ b/utils/datasets.py @@ -515,7 +515,8 @@ def load_image(self, index): h0, w0 = img.shape[:2] # orig hw r = self.img_size / max(h0, w0) # resize image to img_size if r < 1 or (self.augment and (r != 1)): # always resize down, only resize up if training with augmentation - img = cv2.resize(img, (int(w0 * r), int(h0 * r)), interpolation=cv2.INTER_LINEAR) # _LINEAR fastest + interp = cv2.INTER_LINEAR if self.augment else cv2.INTER_AREA # LINEAR for training, AREA for testing + 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: return self.imgs[index], self.img_hw0[index], self.img_hw[index] # img, hw_original, hw_resized