car-line-detect/configs/yolov3/yolov3_mobilenet_v1_roadsign.yml

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2021-06-23 08:58:10 +08:00
_BASE_: [
'../datasets/roadsign_voc.yml',
'../runtime.yml',
'_base_/yolov3_mobilenet_v1.yml',
'_base_/yolov3_reader.yml',
]
pretrain_weights: https://paddledet.bj.bcebos.com/models/yolov3_mobilenet_v1_270e_coco.pdparams
weights: output/yolov3_mobilenet_v1_roadsign/model_final
YOLOv3Loss:
ignore_thresh: 0.7
label_smooth: true
snapshot_epoch: 2
epoch: 40
LearningRate:
base_lr: 0.0001
schedulers:
- !PiecewiseDecay
gamma: 0.1
milestones: [32, 36]
- !LinearWarmup
start_factor: 0.3333333333333333
steps: 100
OptimizerBuilder:
optimizer:
momentum: 0.9
type: Momentum
regularizer:
factor: 0.0005
type: L2