ppyoloe_crn_s_80e_smoking_visdrone.yml

_BASE_: [
  '../runtime.yml',
  '../ppyoloe/_base_/optimizer_300e.yml',
  '../ppyoloe/_base_/ppyoloe_crn.yml',
  '../ppyoloe/_base_/ppyoloe_reader.yml',
]

log_iter: 100
snapshot_epoch: 10
weights: output/ppyoloe_crn_s_80e_smoking_visdrone/model_final

pretrain_weights: https://paddledet.bj.bcebos.com/models/ppyoloe_crn_s_80e_visdrone.pdparams
depth_mult: 0.33
width_mult: 0.50

TrainReader:
  batch_size: 16

LearningRate:
  base_lr: 0.01

epoch: 80
LearningRate:
  base_lr: 0.01
  schedulers:
    - !CosineDecay
      max_epochs: 80
    - !LinearWarmup
      start_factor: 0.
      epochs: 1

PPYOLOEHead:
  static_assigner_epoch: -1

metric: COCO
num_classes: 1

TrainDataset:
  !COCODataSet
    image_dir: ""
    anno_path: smoking_train_cocoformat.json
    dataset_dir: dataset/smoking
    data_fields: ['image', 'gt_bbox', 'gt_class', 'is_crowd']

EvalDataset:
  !COCODataSet
    image_dir: ""
    anno_path: smoking_test_cocoformat.json
    dataset_dir: dataset/smoking

TestDataset:
  !ImageFolder
    anno_path: smoking_test_cocoformat.json
    dataset_dir: dataset/smoking