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car-detection-bayes
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add MixConv2d() layer

This commit is contained in:
Glenn Jocher 2020-04-10 18:58:34 -07:00
parent 4bbfda5cde
commit 2cf23c4aee
1 changed files with 3 additions and 2 deletions
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5
utils/datasets.py
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@ -507,8 +507,9 @@ def load_image(self, index):
assert img is not None, 'Image Not Found ' + img_path
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)
if r < 1 or (self.augment and 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
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