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Action recognition network -- CNN + LSTM.

Python 100.00%

gesturerecognition-pytorch's Introduction

Gesture Action Recognition

Fine-tune the pretrained CNN models (AlexNet, VGG, ResNet) followed by LSTM. This network is applied on gesture controlled drone.

Training:

python basic_lstm.py ../data

Testing:

  • Run the online testing code using webcam with specified model:
cd testing
python lstm_test.py ../weights/model_best_865.pth.tar

Dependencies:

  • pyTorch-0.3.xx
  • Opencv-3.3.1
  • PIL-5.0.0
  • Numpy-1.13.1

gesturerecognition-pytorch's People

Contributors

siqinli avatar chahatdeep avatar

Watchers

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