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paa_r50_fpn_mstrain_3x_coco.py 747 B

2 years ago
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  1. _base_ = './paa_r50_fpn_1x_coco.py'
  2. img_norm_cfg = dict(
  3. mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)
  4. train_pipeline = [
  5. dict(type='LoadImageFromFile'),
  6. dict(type='LoadAnnotations', with_bbox=True),
  7. dict(
  8. type='Resize',
  9. img_scale=[(1333, 640), (1333, 800)],
  10. multiscale_mode='range',
  11. keep_ratio=True),
  12. dict(type='RandomFlip', flip_ratio=0.5),
  13. dict(type='Normalize', **img_norm_cfg),
  14. dict(type='Pad', size_divisor=32),
  15. dict(type='DefaultFormatBundle'),
  16. dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels']),
  17. ]
  18. data = dict(train=dict(pipeline=train_pipeline))
  19. lr_config = dict(step=[28, 34])
  20. runner = dict(type='EpochBasedRunner', max_epochs=36)

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