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README.md

PyTorch-Models

Pytorch implementation of cnn network

Classical network

  • AlexNet:

  • VGG:

  • ResNet:

  • InceptionV1:

  • InceptionV2 and InceptionV3:

  • InceptionV4 and Inception-ResNet:

Lightweight network

  • MobileNets:
  • MobileNetV2:
  • MobileNetV3:
  • ShuffleNet:
  • ShuffleNet V2:
  • SqueezeNet
  • Xception
  • MixNet
  • GhostNet

ObjectDetection-network

  • SSD:
  • YOLO:
  • YOLOv2:
  • YOLOv3:
  • FCOS:
  • FPN:
  • RetinaNet
  • Objects as Points:
  • FSAF:
  • CenterNet
  • FoveaBox

Semantic Segmentation

  • FCN

  • Fast-SCNN

  • LEDNet:

  • LRNNet

  • FisheyeMODNet:

Instance Segmentation

  • PolarMask

FaceDetectorAndRecognition

  • FaceBoxes
  • LFFD
  • VarGFaceNet

HumanPoseEstimation

  • Stacked Hourglass Networks
  • Simple Baselines
  • LPN

项目简介

🚀 Github 镜像仓库 🚀

源项目地址

https://github.com/shanglianlm0525/pytorch-networks

发行版本

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贡献者 2

开发语言

  • Python 100.0 %