Coverage for /scratch/builds/bob/bob.med.tb/miniconda/conda-bld/bob.med.tb_1637571489937/_test_env_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placeho/lib/python3.8/site-packages/bob/med/tb/configs/datasets/mc_ch_in_pc_RS/__init__.py: 100%

1#!/usr/bin/env python 

2# coding=utf-8 

3 

4from torch.utils.data.dataset import ConcatDataset 

5 

6def _maker(protocol): 

7 

8 if protocol == "default": 

9 from ..montgomery_RS import default as mc 

10 from ..shenzhen_RS import default as ch 

11 from ..indian_RS import default as indian 

12 from ..padchest_RS import tb_idiap as pc 

13 

14 mc = mc.dataset 

15 ch = ch.dataset 

16 indian = indian.dataset 

17 pc = pc.dataset 

18 

19 dataset = {} 

20 dataset['__train__'] = ConcatDataset([mc["__train__"], ch["__train__"], indian["__train__"], pc["__train__"]]) 

21 dataset['train'] = ConcatDataset([mc["train"], ch["train"], indian["train"], pc["train"]]) 

22 dataset['__valid__'] = ConcatDataset([mc["__valid__"], ch["__valid__"], indian["__valid__"], pc["__valid__"]]) 

23 dataset['validation'] = ConcatDataset([mc["validation"], ch["validation"], indian["validation"], pc["validation"]]) 

24 dataset['test'] = ConcatDataset([mc["test"], ch["test"], indian["test"], pc["test"]]) 

25 

26 return dataset