from imageio import imread import numpy as np class Dataset(object): def __init__(self, uuids, annotations): super(Dataset, self).__init__() self.uuids = uuids self._annot = annotations def __len__(self): return len(self.uuids) def _get(self, method, i): return getattr(self._annot, method)(self.uuids[i]) def get_example(self, i, mode="RGB"): methods = ["image", "parts", "label"] im_path, parts, label = [self._get(m, i) for m in methods] return imread(im_path, pilmode=mode), parts, label __getitem__ = get_example