Update testdata.py
Browse files- testdata.py +1 -23
testdata.py
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@@ -107,31 +107,9 @@ class TestData(datasets.GeneratorBasedBuilder):
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idx = 0
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for image_path in tqdm(files):
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img_relative_path = image_path.relative_to(image_dir)
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gt_pah = (Path(annotation_dir) / img_relative_path).with_suffix('.txt')
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annotation = defaultdict(list)
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with open(gt_pah, 'r') as f:
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line = f.readline().strip()
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while line:
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assert re.match(r'^\d( [\d\.]+){4,5}$', line), 'Incorrect line: %s' % line
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cls, cx, cy, w, h = line.split()[:5]
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cls, cx, cy, w, h = int(cls), float(cx), float(cy), float(w), float(h)
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x1, y1, x2, y2 = cx - w / 2, cy - h / 2, cx + w / 2, cy + h / 2
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annotation[cls].append([x1, y1, x2, y2])
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line = f.readline().strip()
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faces = []
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plates = []
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for cls, bboxes in annotation.items():
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for x1, y1, x2, y2 in bboxes:
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if cls == 0:
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faces.append([x1, y1, x2, y2])
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else:
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plates.append([x1, y1, x2, y2])
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yield idx, {"image": str(image_path), "faces": faces, "plates": plates}
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idx += 1
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idx = 0
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for image_path in tqdm(files):
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faces = []
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plates = []
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yield idx, {"image": str(image_path), "faces": faces, "plates": plates}
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idx += 1
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