yolox_reader.yml

worker_num: 4
TrainReader:
  sample_transforms:
    - Decode: {}
    - Mosaic:
        prob: 1.0
        input_dim: [640, 640]
        degrees: [-10, 10]
        scale: [0.1, 2.0]
        shear: [-2, 2]
        translate: [-0.1, 0.1]
        enable_mixup: True
        mixup_prob: 1.0
        mixup_scale: [0.5, 1.5]
    - AugmentHSV: {is_bgr: False, hgain: 5, sgain: 30, vgain: 30}
    - PadResize: {target_size: 640}
    - RandomFlip: {}
  batch_transforms:
    - Permute: {}
  batch_size: 8
  shuffle: True
  drop_last: True
  collate_batch: False
  mosaic_epoch: 285


EvalReader:
  sample_transforms:
    - Decode: {}
    - Resize: {target_size: 640, keep_ratio: True}
    - Pad: {size: 640, fill_value: [114., 114., 114.]}
    - Permute: {}
  batch_size: 4


TestReader:
  inputs_def:
    image_shape: [3, 640, 640]
  sample_transforms:
    - Decode: {}
    - Resize: {target_size: 640, keep_ratio: True}
    - Pad: {size: 640, fill_value: [114., 114., 114.]}
    - Permute: {}
  batch_size: 1