(dataset, include_classes=range(60))
| 176 | return dataset |
| 177 | |
| 178 | def subsample_classes(dataset, include_classes=range(60)): |
| 179 | |
| 180 | cls_idxs = [i for i, (p, t) in enumerate(dataset.samples) if t in include_classes] # 1885 |
| 181 | |
| 182 | # TODO: Don't transform targets for now |
| 183 | target_xform_dict = {} |
| 184 | for i, k in enumerate(include_classes): |
| 185 | target_xform_dict[k] = i |
| 186 | |
| 187 | dataset = subsample_dataset(dataset, cls_idxs) |
| 188 | |
| 189 | dataset.target_transform = lambda x: target_xform_dict[x] |
| 190 | |
| 191 | return dataset |
| 192 | |
| 193 | def get_train_val_indices(train_dataset, val_split=0.2): |
| 194 |
no test coverage detected