car-line-detect/configs/ttfnet/_base_/pafnet_lite_reader.yml
2021-06-23 08:58:10 +08:00

41 lines
1.3 KiB
YAML

worker_num: 2
TrainReader:
sample_transforms:
- Decode: {}
- Cutmix: {alpha: 1.5, beta: 1.5}
- RandomDistort: {}
- RandomExpand: {fill_value: [123.675, 116.28, 103.53]}
- RandomCrop: {aspect_ratio: NULL, cover_all_box: True}
- RandomFlip: {}
- GridMask: {upper_iter: 300000}
batch_transforms:
- BatchRandomResize: {target_size: [320, 352, 384, 416, 448, 480, 512], random_interp: True, keep_ratio: False}
- NormalizeImage: {mean: [123.675, 116.28, 103.53], std: [58.395, 57.12, 57.375], is_scale: false}
- Permute: {}
- Gt2TTFTarget: {down_ratio: 4}
- PadBatch: {pad_to_stride: 32}
batch_size: 12
shuffle: true
drop_last: true
use_shared_memory: true
EvalReader:
sample_transforms:
- Decode: {}
- Resize: {interp: 1, target_size: [320, 320], keep_ratio: False}
- NormalizeImage: {is_scale: false, mean: [123.675, 116.28, 103.53], std: [58.395, 57.12, 57.375]}
- Permute: {}
batch_size: 1
drop_last: false
drop_empty: false
TestReader:
sample_transforms:
- Decode: {}
- Resize: {interp: 1, target_size: [320, 320], keep_ratio: False}
- NormalizeImage: {is_scale: false, mean: [123.675, 116.28, 103.53], std: [58.395, 57.12, 57.375]}
- Permute: {}
batch_size: 1
drop_last: false
drop_empty: false