| 60 | return self._get_single_item(indices) |
| 61 | |
| 62 | def _get_single_item(self, index): |
| 63 | if self.data0_is_numpy: |
| 64 | image_numpy, fake, real = self.dataset[index] |
| 65 | |
| 66 | img = Image.fromarray(image_numpy.astype('uint8')).convert('RGB') |
| 67 | if self.transform is not None: |
| 68 | img = self.transform(img) |
| 69 | |
| 70 | return img, fake, real |
| 71 | |
| 72 | else: |
| 73 | fname, fake, real = self.dataset[index] |
| 74 | fpath = fname |
| 75 | if self.root is not None: |
| 76 | fpath = osp.join(self.root, fname) |
| 77 | |
| 78 | img = Image.open(fpath).convert('RGB') |
| 79 | |
| 80 | if self.transform is not None: |
| 81 | img = self.transform(img) |
| 82 | |
| 83 | return img, fake, real |