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preprocessing.preprocessing

logger_config​

logger​

preprocessing​

def preprocessing(config: dict,
                  centered_reference_keypoint: str = "snout",
                  orientation_reference_keypoint: str = "tailbase",
                  save_logs: bool = False) -> None

Preprocess the data by:

  • Cleaning low confidence data points
  • Egocentric alignment
  • Outlier cleaning
  • Savitzky-Golay filtering

Parameters

  • config (dict): Configuration dictionary.
  • centered_reference_keypoint (str, optional): Keypoint to use as centered reference.
  • orientation_reference_keypoint (str, optional): Keypoint to use as orientation reference.

Returns

  • None