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Gesture-Recognition

This Project is based on the project RT_GestureRecognition by @fabiopk and has been developed further in Ubuntu. Some libraries are Ubuntu specific and might not work in windows. Some of the functioning of the original model has been altered for the purposes of this project. You can check out this video to see a working model and another video that shows another possible application of this project.

Getting the demo to work:

Clone the repository. You might need to install some libs such as:

  • PyTorch
  • OpenCV2
  • Numpy
  • Pandas
  • Torchvision
  • PyautoGUI

Run demo.py

Press Q to stop.

TO DO:

  • Repurpose commands for more vital tasks
  • Build the project with libraries that work with windows.

Special thanks to @fabiopk for providing the model used here.

Citation

Please cite the following article if you use this code or pre-trained models:

@ARTICLE{9085286,
  author={F. {Brandolt Baldissera} and F. L. {Vargas}},
  journal={IEEE Latin America Transactions}, 
  title={A Light Implementation of a 3D Convolutional Network for Online Gesture Recognition}, 
  year={2020},
  volume={18},
  number={02},
  pages={319-326},
  doi={10.1109/TLA.2020.9085286}}