`np.unique()` sort fix for segments (#5609)
* `np.unique()` sort fix for segments * Update datasets.pypull/5616/head
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30bc089cbb
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69032519bc
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@ -913,10 +913,12 @@ def verify_image_label(args):
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assert l.shape[1] == 5, f'labels require 5 columns, {l.shape[1]} columns detected'
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assert (l >= 0).all(), f'negative label values {l[l < 0]}'
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assert (l[:, 1:] <= 1).all(), f'non-normalized or out of bounds coordinates {l[:, 1:][l[:, 1:] > 1]}'
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l = np.unique(l, axis=0) # remove duplicate rows
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if len(l) < nl:
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segments = np.unique(segments, axis=0)
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msg = f'{prefix}WARNING: {im_file}: {nl - len(l)} duplicate labels removed'
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_, i = np.unique(l, axis=0, return_index=True)
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if len(i) < nl: # duplicate row check
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l = l[i] # remove duplicates
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if segments:
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segments = segments[i]
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msg = f'{prefix}WARNING: {im_file}: {nl - len(i)} duplicate labels removed'
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else:
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ne = 1 # label empty
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l = np.zeros((0, 5), dtype=np.float32)
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