使用3DCNN进行手势识别_Jupyter Notebook_Python_下载.zip

# Gesture-Recognition-with-3DCNN ### In this repo I will provide 3 different way to do gesture recognition ## References Link: 1. https://research.nvidia.com/sites/default/files/pubs/2015-06_Hand-Gesture-Recognition/CVPRW2015-3DCNN.pdf 1. https://arxiv.org/pdf/1412.0767.pdf 1. http://papers.nips.cc/paper/7465-attention-in-convolutional-lstm-for-gesture-recognition.pdf I select 6 different gestures from jester dataset Include swiping left, swiping right, no gesture, rolling forward, rolling backward, stop First model:LRN+HRN can reach 0.78 accuracies  Second model: 3DCNN can reach 0.76 accuracies  Third model: 3DCNN+ one layer LSTM / + two layer LSTM / + three layer LSTM    ## You can directly type in follwing command on your terminal to execute real-time demo ```bash python real_time/real_time.py ``` ## result  ## Link I also post a video on youtube: https://www.youtube.com/watch?v=vd0czNKL1DE Feel free to contact me on linkdein: https://www.linkedin.com/in/wayne-shang-909636166/