计算机视觉常用 Backbone 总结

  1. AlexNet
  2. VGG
  3. GoogleNet
  4. Xception
  5. Inception
  6. SqueezeNet
  7. ShuffleNet
  8. ResNet
  9. ResNext
  10. Residual Attention Moudle
  11. DenseNet
  12. MobileNet
  13. SENet
  14. Stacked Hourglass Networks
  15. DetNet
  16. Deformable convolution Networks

网络性能比较

Benchmark Analysis of Representative Deep Neural Network Architectures (opens new window)