| 9 | |
| 10 | |
| 11 | class CustomImageFolder(datasets.ImageFolder): |
| 12 | def __getitem__(self, index): |
| 13 | """ |
| 14 | Args: |
| 15 | index (int): Index |
| 16 | Returns: |
| 17 | tuple: (image, target) where target is class_index of the target class. |
| 18 | """ |
| 19 | path, target = self.samples[index] |
| 20 | image = self.loader(path) |
| 21 | |
| 22 | ret = [] |
| 23 | if self.transform is not None: |
| 24 | for t in self.transform: |
| 25 | ret.append(t(image)) |
| 26 | else: |
| 27 | ret.append(image) |
| 28 | if self.target_transform is not None: |
| 29 | target = self.target_transform(target) |
| 30 | ret.append(target) |
| 31 | |
| 32 | return ret |