网络及组件

Posted 2022-03-23 Arrow

网络及组件

• 1. 简介
• 2. BackBone
• 3. Neck
• 4. Head
• 5. PostProcess
• 6. Architecture

1. 简介

2. BackBone

• Hourglass104

• DarkNet53

• CSPDarkNet53

• ResNet

  • ResNet18
  • ResNet34
  • ResNet34-FPN
  • ResNet34-vd-FPN
  • ResNet50
  • CBResNet50-vd-FPN
  • ResNet50-FPN
  • ResNet50-vd
  • ResNet50-vd-dcn
  • ResNet50-vd-FPN-Dcnv2
  • ResNet101
  • ResNet101-FPN
  • CBResNet101-vd-FPN
  • ResNet101-vd-FPN-Dcnv2
  • ResNeXt101-vd-FPN
  • SENet154-vd-FPN

• MobileNet

  • MobileNetV1
  • MobileNetV3 Small
  • MobileNetV3 Large
  • MobileNetV3 Large w/ FPN

3. Neck

4. Head

5. PostProcess

6. Architecture