Gesture recognition

Introduction

Recognize numbers from 0 to 5 through gesture recognition Using Pytorch as a framework, based on ResNet18

ResNet18 Model:

• Data preparation：

  • Run python ./data/dataprocess.py

• Training steps：

  • Run tensorboard --logdir=/Your Path/Gesture-recognition/CheckPoints/tensorboard &
  • Run python train.py -h get usage
  • Run default parms python train.py
  • Checkpoint checkpoint_epoch_x.pth.tarin./CheckPoints/snapshot/
  • You can get training log file from ./CheckPoints/train.logs

• Testing steps：

  • Run python test.py -h get usage
  • Run default parms python test.py

Result

ResNet18 Model:

• Loss

  

• Predict

  

Reference

• pytorch
• pytorch_hand_classifier