picodet_m_shufflenetv2_320_coco.yml

_BASE_: [
  '../datasets/coco_detection.yml',
  '../runtime.yml',
  '_base_/picodet_shufflenetv2_1x.yml',
  '_base_/optimizer_280e.yml',
  '_base_/picodet_320_reader.yml',
]

weights: output/picodet_s_shufflenetv2_320_coco/model_final
pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/ShuffleNetV2_x1_5_pretrained.pdparams
find_unused_parameters: True
use_ema: true
ema_decay: 0.9998
snapshot_epoch: 10

ShuffleNetV2:
  scale: 1.5
  feature_maps: [5, 13, 17]
  act: leaky_relu

PAN:
  out_channel: 128
  start_level: 0
  end_level: 3
  spatial_scales: [0.125, 0.0625, 0.03125]

PicoHead:
  conv_feat:
    name: PicoFeat
    feat_in: 128
    feat_out: 128
    num_convs: 2
    norm_type: bn
    share_cls_reg: True
  feat_in_chan: 128