changes to hit.py
Browse files
hit.py
CHANGED
@@ -81,7 +81,7 @@ class NewDataset(datasets.GeneratorBasedBuilder):
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features = datasets.Features(
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{
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"gender": datasets.Value("string"),
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-
"mri_seg": datasets.Array3D(dtype="
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"mri_labels": {
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"NO": datasets.Value("int32"),
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"LT": datasets.Value("int32"),
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@@ -180,11 +180,16 @@ class NewDataset(datasets.GeneratorBasedBuilder):
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for subject_path in filepath:
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with gzip.open(subject_path, 'rb') as f:
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data = pickle.load(f)
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key = data['subject_ID']
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#del data['
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#del data['smpl_dict']
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#del data['mri_seg']
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#del data['mri_labels']
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#del data['resolution']
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#del data['center']
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yield key, data
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features = datasets.Features(
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{
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"gender": datasets.Value("string"),
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+
"mri_seg": datasets.Array3D(dtype="int32", shape=(None, 192, 256)),
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"mri_labels": {
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"NO": datasets.Value("int32"),
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"LT": datasets.Value("int32"),
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for subject_path in filepath:
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with gzip.open(subject_path, 'rb') as f:
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data = pickle.load(f)
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print(f"pc shape: {data['body_cont_pc'].shape}")
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print(f"mri_seg shape: {data['mri_seg'].shape}")
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print(f"mri_seg_dict shape: {data['body_mask'].shape}")
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key = data['subject_ID']
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#del data['body_mask'] # nan
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#del data['smpl_dict']
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#del data['mri_seg'] # reshape
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#del data['mri_labels']
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#del data['resolution']
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#del data['center']
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#del data['body_cont_pc'] # nan
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yield key, data
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