updates
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@ -53,11 +53,14 @@ def coco_class_weights(): # frequency of each class in coco train2014
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return weights
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return weights
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def coco80_to_coco91_class(): # returns the coco class for each darknet class
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def coco80_to_coco91_class(): # converts 80-index (val2014) to 91-index (paper)
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# https://tech.amikelive.com/node-718/what-object-categories-labels-are-in-coco-dataset/
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# https://tech.amikelive.com/node-718/what-object-categories-labels-are-in-coco-dataset/
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a = np.loadtxt('data/coco.names', dtype='str', delimiter='\n')
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# a = np.loadtxt('data/coco.names', dtype='str', delimiter='\n')
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b = np.loadtxt('data/coco_paper.names', dtype='str', delimiter='\n')
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# b = np.loadtxt('data/coco_paper.names', dtype='str', delimiter='\n')
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x = [list(a[i] == b).index(True) + 1 for i in range(80)] # darknet to coco
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# x = [list(a[i] == b).index(True) + 1 for i in range(80)] # darknet to coco
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x = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 27, 28, 31, 32, 33, 34,
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35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63,
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64, 65, 67, 70, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 84, 85, 86, 87, 88, 89, 90]
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return x
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return x
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