(extra=False)
| 9 | from lib.config import data_dir |
| 10 | |
| 11 | def svhn(extra=False): |
| 12 | data = loadmat(os.path.join(data_dir, 'train_32x32.mat')) |
| 13 | trX = data['X'].transpose(3, 2, 0, 1) |
| 14 | trY = data['y'].flatten()-1 |
| 15 | data = loadmat(os.path.join(data_dir, 'test_32x32.mat')) |
| 16 | teX = data['X'].transpose(3, 2, 0, 1) |
| 17 | teY = data['y'].flatten()-1 |
| 18 | if extra: |
| 19 | data = loadmat(os.path.join(data_dir, 'extra_32x32.mat')) |
| 20 | exX = data['X'].transpose(3, 2, 0, 1) |
| 21 | exY = data['y'].flatten()-1 |
| 22 | return trX, exX, teX, trY, exY, teY |
| 23 | return trX, teX, trY, teY |
| 24 | |
| 25 | def svhn_with_valid_set(extra=False): |
| 26 | if extra: |
no outgoing calls
no test coverage detected