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- _BASE_: [
- '../datasets/coco_detection.yml',
- '../runtime.yml',
- '../ppyolo/_base_/ppyolo_r50vd_dcn.yml',
- '../ppyolo/_base_/optimizer_1x.yml',
- '../ppyolo/_base_/ppyolo_reader.yml',
- ]
- snapshot_epoch: 8
- use_ema: true
- weights: output/ppyolo_r50vd_dcn_1x_visdrone/model_final
- epoch: 192
- LearningRate:
- base_lr: 0.005
- schedulers:
- - !PiecewiseDecay
- gamma: 0.1
- milestones:
- - 153
- - 173
- - !LinearWarmup
- start_factor: 0.
- steps: 4000
- OptimizerBuilder:
- optimizer:
- momentum: 0.9
- type: Momentum
- regularizer:
- factor: 0.0005
- type: L2
- metric: COCO
- num_classes: 9
- TrainDataset:
- !COCODataSet
- image_dir: train
- anno_path: annotations/train.json
- dataset_dir: dataset/VisDrone2019_coco
- data_fields: ['image', 'gt_bbox', 'gt_class', 'is_crowd']
- EvalDataset:
- !COCODataSet
- image_dir: val
- anno_path: annotations/val.json
- dataset_dir: dataset/VisDrone2019_coco
- TestDataset:
- !ImageFolder
- anno_path: annotations/val.json
|
