yolof_reader.yml

worker_num: 4
TrainReader:
  sample_transforms:
    - Decode: {}
    - RandomShift: {prob: 0.5, max_shift: 32}
    - Resize: {target_size: [800, 1333], keep_ratio: True, interp: 1}
    - NormalizeImage: {mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225], is_scale: True}
    - RandomFlip: {}
    - Permute: {}
  batch_transforms:
    - PadBatch: {pad_to_stride: 32}
  batch_size: 4
  shuffle: True
  drop_last: True
  collate_batch: False


EvalReader:
  sample_transforms:
    - Decode: {}
    - Resize: {target_size: [800, 1333], keep_ratio: True, interp: 1}
    - NormalizeImage: {is_scale: True, mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225]}
    - Permute: {}
  batch_transforms:
    - PadBatch: {pad_to_stride: 32}
  batch_size: 1


TestReader:
  sample_transforms:
    - Decode: {}
    - Resize: {target_size: [800, 1333], keep_ratio: True, interp: 1}
    - NormalizeImage: {is_scale: True, mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225]}
    - Permute: {}
  batch_transforms:
    - PadBatch: {pad_to_stride: 32}
  batch_size: 1
  fuse_normalize: True