Rename 'labels' to 'instances' (#9066)
* Rename labels to instances * Rename labels to instances * align val
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@@ -186,7 +186,7 @@ def run(
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if isinstance(names, (list, tuple)): # old format
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names = dict(enumerate(names))
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class_map = coco80_to_coco91_class() if is_coco else list(range(1000))
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s = ('%20s' + '%11s' * 6) % ('Class', 'Images', 'Labels', 'P', 'R', 'mAP@.5', 'mAP@.5:.95')
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s = ('%22s' + '%11s' * 6) % ('Class', 'Images', 'Instances', 'P', 'R', 'mAP@.5', 'mAP@.5:.95')
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dt, p, r, f1, mp, mr, map50, map = (Profile(), Profile(), Profile()), 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0
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loss = torch.zeros(3, device=device)
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jdict, stats, ap, ap_class = [], [], [], []
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@@ -270,7 +270,7 @@ def run(
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nt = np.bincount(stats[3].astype(int), minlength=nc) # number of targets per class
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# Print results
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pf = '%20s' + '%11i' * 2 + '%11.3g' * 4 # print format
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pf = '%22s' + '%11i' * 2 + '%11.3g' * 4 # print format
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LOGGER.info(pf % ('all', seen, nt.sum(), mp, mr, map50, map))
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if nt.sum() == 0:
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LOGGER.warning(f'WARNING: no labels found in {task} set, can not compute metrics without labels ⚠️')
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