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- _BASE_: [
- '../datasets/coco_detection.yml',
- '../runtime.yml',
- '../ppyoloe/_base_/optimizer_300e.yml',
- '../ppyoloe/_base_/ppyoloe_crn.yml',
- '../ppyoloe/_base_/ppyoloe_reader.yml',
- ]
- log_iter: 100
- snapshot_epoch: 4
- weights: output/mot_ppyoloe_l_36e_ppvehicle9cls/model_final
- pretrain_weights: https://paddledet.bj.bcebos.com/models/ppyoloe_crn_l_300e_coco.pdparams
- depth_mult: 1.0
- width_mult: 1.0
- num_classes: 9
- TrainDataset:
- !COCODataSet
- image_dir: ""
- anno_path: annotations/train_all_9cls.json
- dataset_dir: dataset/ppvehicle
- data_fields: ['image', 'gt_bbox', 'gt_class', 'is_crowd']
- EvalDataset:
- !COCODataSet
- image_dir: ""
- anno_path: annotations/val_all_9cls.json
- dataset_dir: dataset/ppvehicle
- TestDataset:
- !ImageFolder
- anno_path: annotations/val_all_9cls.json
- dataset_dir: dataset/ppvehicle
- TrainReader:
- batch_size: 8
- epoch: 36
- LearningRate:
- base_lr: 0.001
- schedulers:
- - !CosineDecay
- max_epochs: 43
- - !LinearWarmup
- start_factor: 0.
- epochs: 1
- PPYOLOEHead:
- static_assigner_epoch: -1
- nms:
- name: MultiClassNMS
- nms_top_k: 1000
- keep_top_k: 100
- score_threshold: 0.01
- nms_threshold: 0.6
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