| import: | |
| - 'experiments/base.yaml' | |
| package: | |
| - 'decoders.seg_detector_loss' | |
| define: | |
| - name: train_data | |
| class: ImageDataset | |
| data_dir: | |
| - './datasets/total_text/' | |
| data_list: | |
| - './datasets/total_text/train_list.txt' | |
| processes: | |
| - class: AugmentDetectionData | |
| augmenter_args: | |
| - ['Fliplr', 0.5] | |
| - {'cls': 'Affine', 'rotate': [-10, 10]} | |
| - ['Resize', [0.5, 3.0]] | |
| only_resize: False | |
| keep_ratio: False | |
| - class: RandomCropData | |
| size: [640, 640] | |
| max_tries: 10 | |
| - class: MakeICDARData | |
| - class: MakeSegDetectionData | |
| - class: MakeBorderMap | |
| - class: NormalizeImage | |
| - class: FilterKeys | |
| superfluous: ['polygons', 'filename', 'shape', 'ignore_tags', 'is_training'] | |
| - name: validate_data | |
| class: ImageDataset | |
| data_dir: | |
| - './datasets/total_text/' | |
| data_list: | |
| - './datasets/total_text/test_list.txt' | |
| processes: | |
| - class: AugmentDetectionData | |
| augmenter_args: | |
| - ['Resize', {'width': 800, 'height': 800}] | |
| only_resize: True | |
| keep_ratio: True | |
| - class: MakeICDARData | |
| - class: MakeSegDetectionData | |
| - class: NormalizeImage | |