The VAMPIRE Model

The VAMPIRE model is contained the dict model, which is stored in a .pickle file named by the model name. The following can properties can be accessed as attributes or keys.

model_name : str Name of the model (build image set). num_point : int Number of points used to describe the contour. num_clusters : int Number of cluster centers for K-means clustering. num_pc : int Number of principal components used after truncation. mean_registered_contour : ndarray Mean registered contour. mean_aligned_contour : ndarray Mean aligned contour. principal_directions : ndarray Principal direction of PCA. centroids : ndarray Cluster center in K-means clustering. build_contours_df : DataFrame DataFrame of objects’ contour coordinates with cluster id.