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- _BASE_: [
- '../../datasets/visdrone_detection.yml',
- '../../runtime.yml',
- '../../ppyoloe/_base_/optimizer_80e.yml',
- '../../ppyoloe/_base_/ppyoloe_plus_crn.yml',
- '../../ppyoloe/_base_/ppyoloe_plus_reader.yml'
- ]
- log_iter: 100
- snapshot_epoch: 10
- weights: output/ppyoloe_plus_sod_crn_l_80e_visdrone/model_final
- pretrain_weights: https://bj.bcebos.com/v1/paddledet/models/ppyoloe_plus_crn_l_80e_coco.pdparams
- depth_mult: 1.0
- width_mult: 1.0
- TrainReader:
- batch_size: 8
- EvalReader:
- batch_size: 1
- TestReader:
- batch_size: 1
- fuse_normalize: True
- epoch: 80
- LearningRate:
- base_lr: 0.01
- schedulers:
- - !CosineDecay
- max_epochs: 96
- - !LinearWarmup
- start_factor: 0.
- epochs: 1
- CustomCSPPAN:
- num_layers: 4
- use_trans: True
- PPYOLOEHead:
- reg_range: [-2,8]
- static_assigner_epoch: -1
- static_assigner:
- name: ATSSAssigner
- topk: 9
- assigner:
- name: TaskAlignedAssigner_CR
- center_radius: 1
- topk: 13
- alpha: 1.0
- beta: 6.0
- nms:
- name: MultiClassNMS
- nms_top_k: 10000
- keep_top_k: 500
- score_threshold: 0.01
- nms_threshold: 0.6
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