Datasets:
fix
Browse files
presentation-attack-detection-2d-dataset.py
CHANGED
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@@ -64,33 +64,21 @@ class PresentationAttackDetection2dDataset(datasets.GeneratorBasedBuilder):
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yield idx, {
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"photo": {"path": image_path, "bytes": image.read()},
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"video": annotations_df.loc[
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annotations_df["set_id"].str.contains(
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"|".join(image_path.split("/")[0])
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)
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]["video"].values[0],
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"worker_id": annotations_df.loc[
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annotations_df["set_id"].str.contains(
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"|".join(image_path.split("/")[0])
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)
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]["worker_id"].values[0],
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"set_id": annotations_df.loc[
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annotations_df["set_id"].str.contains(
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"|".join(image_path.split("/")[0])
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)
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]["set_id"].values[0],
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"age": annotations_df.loc[
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annotations_df["set_id"].str.contains(
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"|".join(image_path.split("/")[0])
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)
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]["age"].values[0],
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"country": annotations_df.loc[
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annotations_df["set_id"].str.contains(
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"|".join(image_path.split("/")[0])
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)
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]["country"].values[0],
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"gender": annotations_df.loc[
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annotations_df["set_id"].str.contains(
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"|".join(image_path.split("/")[0])
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)
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]["gender"].values[0],
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}
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yield idx, {
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"photo": {"path": image_path, "bytes": image.read()},
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"video": annotations_df.loc[
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+
annotations_df["set_id"].str.contains(image_path.split("/")[2])
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]["video"].values[0],
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"worker_id": annotations_df.loc[
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+
annotations_df["set_id"].str.contains(image_path.split("/")[2])
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]["worker_id"].values[0],
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"set_id": annotations_df.loc[
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+
annotations_df["set_id"].str.contains(image_path.split("/")[2])
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]["set_id"].values[0],
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"age": annotations_df.loc[
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+
annotations_df["set_id"].str.contains(image_path.split("/")[2])
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]["age"].values[0],
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"country": annotations_df.loc[
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+
annotations_df["set_id"].str.contains(image_path.split("/")[2])
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]["country"].values[0],
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"gender": annotations_df.loc[
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+
annotations_df["set_id"].str.contains(image_path.split("/")[2])
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]["gender"].values[0],
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}
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