tumourkit.utils.preprocessing.extract_features

tumourkit.utils.preprocessing.extract_features(msk_img: ndarray, bin_msk: ndarray, debug=False) → Dict[str, ndarray]

Extracts features from a given RGB bounding box of a cell and its mask.

Parameters:

• msk_img (np.ndarray) – RGB bounding box of a cell.

• bin_msk (np.ndarray) – Binary mask of the cell.

• debug (bool) – Flag indicating if debug mode is enabled.

Returns:

A dictionary containing different extracted features.

Return type:

Dict[str, np.ndarray]