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Avoid creating training dataset with multiple scorers #2287

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MMathisLab merged 3 commits into from
Jun 29, 2023
Merged

Avoid creating training dataset with multiple scorers #2287

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Avoid creating training dataset with multiple scorers
KonradDanielewski Jun 26, 2023
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KonradDanielewski Jun 26, 2023
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Update trainingsetmanipulation.py
MMathisLab Jun 29, 2023
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3 changes: 3 additions & 0 deletions deeplabcut/generate_training_dataset/trainingsetmanipulation.py
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Expand Up @@ -481,6 +481,9 @@ def merge_annotateddatasets(cfg, trainingsetfolder_full):
try:
data = pd.read_hdf(file_path)
conversioncode.guarantee_multiindex_rows(data)
if data.columns.levels[0][0] != cfg["scorer"]:
print(f"{file_path} labeled by a different scorer. This data will not be utilized in training dataset creation. If you need to merge datasets across scorers, see https://github.com/DeepLabCut/DeepLabCut/wiki/Using-labeled-data-in-DeepLabCut-that-was-annotated-elsewhere-(or-merge-across-labelers)")
continue
AnnotationData.append(data)
except FileNotFoundError:
print(file_path, " not found (perhaps not annotated).")
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