updates
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@ -764,7 +764,7 @@ def cutout(image, labels):
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return labels
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return labels
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def reduce_img_size(path='../data/sm3/images', img_size=1024): # from utils.datasets import *; reduce_img_size()
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def reduce_img_size(path='../data/sm4/images', img_size=1024): # from utils.datasets import *; reduce_img_size()
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# creates a new ./images_reduced folder with reduced size images of maximum size img_size
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# creates a new ./images_reduced folder with reduced size images of maximum size img_size
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path_new = path + '_reduced' # reduced images path
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path_new = path + '_reduced' # reduced images path
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create_folder(path_new)
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create_folder(path_new)
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@ -775,7 +775,8 @@ def reduce_img_size(path='../data/sm3/images', img_size=1024): # from utils.dat
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r = img_size / max(h, w) # size ratio
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r = img_size / max(h, w) # size ratio
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if r < 1.0:
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if r < 1.0:
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img = cv2.resize(img, (int(w * r), int(h * r)), interpolation=cv2.INTER_AREA) # _LINEAR fastest
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img = cv2.resize(img, (int(w * r), int(h * r)), interpolation=cv2.INTER_AREA) # _LINEAR fastest
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cv2.imwrite(f.replace(path, path_new), img)
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fnew = f.replace(path, path_new) # .replace(Path(f).suffix, '.jpg')
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cv2.imwrite(fnew, img)
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except:
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except:
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print('WARNING: image failure %s' % f)
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print('WARNING: image failure %s' % f)
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