forked from PulseFocusPlatform/PulseFocusPlatform
43 lines
1.5 KiB
YAML
43 lines
1.5 KiB
YAML
worker_num: 2
|
|
TrainReader:
|
|
inputs_def:
|
|
num_max_boxes: 100
|
|
sample_transforms:
|
|
- Decode: {}
|
|
- Mixup: {alpha: 1.5, beta: 1.5}
|
|
- RandomDistort: {}
|
|
- RandomExpand: {fill_value: [123.675, 116.28, 103.53]}
|
|
- RandomCrop: {}
|
|
- RandomFlip: {}
|
|
batch_transforms:
|
|
- BatchRandomResize: {target_size: [320, 352, 384, 416, 448, 480, 512, 544, 576, 608, 640, 672, 704, 736, 768], random_size: True, random_interp: True, keep_ratio: False}
|
|
- NormalizeBox: {}
|
|
- PadBox: {num_max_boxes: 100}
|
|
- BboxXYXY2XYWH: {}
|
|
- NormalizeImage: {mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225], is_scale: True}
|
|
- Permute: {}
|
|
- Gt2YoloTarget: {anchor_masks: [[6, 7, 8], [3, 4, 5], [0, 1, 2]], anchors: [[10, 13], [16, 30], [33, 23], [30, 61], [62, 45], [59, 119], [116, 90], [156, 198], [373, 326]], downsample_ratios: [32, 16, 8]}
|
|
batch_size: 12
|
|
shuffle: true
|
|
drop_last: true
|
|
mixup_epoch: 25000
|
|
use_shared_memory: true
|
|
|
|
EvalReader:
|
|
sample_transforms:
|
|
- Decode: {}
|
|
- Resize: {target_size: [640, 640], keep_ratio: False, interp: 2}
|
|
- NormalizeImage: {mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225], is_scale: True}
|
|
- Permute: {}
|
|
batch_size: 8
|
|
|
|
TestReader:
|
|
inputs_def:
|
|
image_shape: [3, 640, 640]
|
|
sample_transforms:
|
|
- Decode: {}
|
|
- Resize: {target_size: [640, 640], keep_ratio: False, interp: 2}
|
|
- NormalizeImage: {mean: [0.485, 0.456, 0.406], std: [0.229, 0.224, 0.225], is_scale: True}
|
|
- Permute: {}
|
|
batch_size: 1
|