PSIML6 project by Tamara Lazarević and Veljko Maksimović.
Hand hestures recognized from webcam video stream used to control a game of Tetris.
- detector - transfer learning on lightweight model trained on Kinetics dataset
- classifier - heavyweight pretrained model
- Tetris game - made in Python to resemble DOS tetris
-to be fully finished...
@article{kopuklu_real-time_2019,
title = {Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks},
url = {http://arxiv.org/abs/1901.10323},
author = {Köpüklü, Okan and Gunduz, Ahmet and Kose, Neslihan and Rigoll, Gerhard},
year={2019}
}
@article{kopuklu2020online,
title={Online Dynamic Hand Gesture Recognition Including Efficiency Analysis},
author={K{\"o}p{\"u}kl{\"u}, Okan and Gunduz, Ahmet and Kose, Neslihan and Rigoll, Gerhard},
journal={IEEE Transactions on Biometrics, Behavior, and Identity Science},
volume={2},
number={2},
pages={85--97},
year={2020},
publisher={IEEE}
}