import os.path as osp import sys import numpy as np from pathlib import Path ROOT_DIR = osp.join(osp.abspath(osp.dirname(__file__)), '../') if ROOT_DIR not in sys.path: sys.path.append(ROOT_DIR) from shape_data.faust import ShapeDataset as FaustShapeDataset from shape_data.faust import ShapePairDataset as FaustShapePairDataset from utils.io import list_files class ShapeDataset(FaustShapeDataset): TRAIN_IDX = None TEST_IDX = np.arange(44) NAME = "SHREC" class ShapePairDataset(FaustShapePairDataset): def _init(self): assert self.mode.startswith('test') self.name_id_map = self.shape_data.get_name_id_map() self.pair_indices = list() for corr_filename in list_files(self.corr_dir, '*.map', alphanum_sort=True): sname0, sname1 = corr_filename[:-4].split('_') if sname0 == '40' or sname1 == '40': continue self.pair_indices.append((self.name_id_map[sname1], self.name_id_map[sname0])) def _load_corr_gt(self, sdict0, sdict1): pmap10 = self._load_corr_file(sdict1['name'], sdict0['name']) corr_gt = np.stack((pmap10, np.arange(len(pmap10))), axis=1) return corr_gt def _load_corr_file(self, sname0, sname1): corr_path = osp.join(self.corr_dir, f'{sname0}_{sname1}.map') corr = np.loadtxt(corr_path, dtype=np.int32) return corr - 1