My commit
Browse files
aphantasia_drawing_dataset.py
CHANGED
@@ -102,7 +102,6 @@ class AphantasiaDrawingDataset(datasets.GeneratorBasedBuilder):
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=datasets.Features({
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-
#"subject": {
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"subject_id": datasets.Value("int32"),
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"treatment": datasets.Value("string"),#datasets.ClassLabel(names=["aphantasia", "control"]),
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"demographics": {
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@@ -138,7 +137,6 @@ class AphantasiaDrawingDataset(datasets.GeneratorBasedBuilder):
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"livingroom": datasets.Image(decode=True, id=None),
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"bedroom": datasets.Image(decode=True, id=None)
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}
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-
#}
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}),
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# No default supervised_keys (as we have to pass both question
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# and context as input).
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@@ -182,7 +180,7 @@ class AphantasiaDrawingDataset(datasets.GeneratorBasedBuilder):
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for room in subjects_data[sub]["image"].keys():
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img_byt = base64.b64decode(subjects_data[sub]["image"][room])
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img = Image.open(io.BytesIO(img_byt))
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subjects_data[sub]["image"][room] = img
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idx += 1
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yield idx-1, {
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@@ -205,7 +203,7 @@ class AphantasiaDrawingDataset(datasets.GeneratorBasedBuilder):
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"drawings": {
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"kitchen": {
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"perception": subjects_data[sub]["drawings"]["kitchen"]["perception"],
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-
"memory": subjects_data[sub]["drawings"]["kitchen"]["
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},
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"livingroom": {
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"perception": subjects_data[sub]["drawings"]["livingroom"]["perception"],
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=datasets.Features({
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"subject_id": datasets.Value("int32"),
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"treatment": datasets.Value("string"),#datasets.ClassLabel(names=["aphantasia", "control"]),
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"demographics": {
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"livingroom": datasets.Image(decode=True, id=None),
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"bedroom": datasets.Image(decode=True, id=None)
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}
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}),
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# No default supervised_keys (as we have to pass both question
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# and context as input).
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for room in subjects_data[sub]["image"].keys():
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img_byt = base64.b64decode(subjects_data[sub]["image"][room])
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img = Image.open(io.BytesIO(img_byt))
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+
subjects_data[sub]["image"][room] = img.resize((500,500))
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idx += 1
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yield idx-1, {
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"drawings": {
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"kitchen": {
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"perception": subjects_data[sub]["drawings"]["kitchen"]["perception"],
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+
"memory": subjects_data[sub]["drawings"]["kitchen"]["memory"]
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},
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"livingroom": {
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"perception": subjects_data[sub]["drawings"]["livingroom"]["perception"],
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