| name: mapillary | |
| scenes: | |
| - chicago | |
| - new_york | |
| - los_angeles | |
| - san_francisco | |
| split: /path/to/split/file | |
| data_dir: /path/to/mia/dataset | |
| loading: | |
| train: | |
| batch_size: 128 | |
| num_workers: 30 | |
| val: | |
| batch_size: 128 | |
| num_workers: 30 | |
| test: | |
| batch_size: 1 | |
| num_workers: 0 | |
| testsmall: | |
| batch_size: 1 | |
| num_workers: 0 | |
| num_classes: 6 | |
| pixel_per_meter: 2 | |
| crop_size_meters: 64 | |
| resize_image: 512 | |
| pad_to_square: true | |
| rectify_pitch: true | |
| gravity_align: true | |
| augmentations: | |
| enabled: True | |
| brightness: 0.5 | |
| contrast: 0.5 | |
| saturation: 0.5 | |
| random_flip: 0.5 | |
| hue: 0.5 | |
| random_resized_crop: False | |
| gaussian_noise: | |
| enabled: False | |
| mean: 0.0 | |
| std: 0.1 | |
| brightness_contrast: | |
| enabled: True | |
| brightness_factor: 0.2 | |
| contrast_factor: 0.2 |