vkashko commited on
Commit
5d16cd8
·
1 Parent(s): af76691
presentation-attack-detection-2d-dataset.py CHANGED
@@ -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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  }