Deep learning based hand gesture recognition using LSTM and MediaPipie.
Demo video using PingPong Robot
Pretrained model in models directory.
create_dataset.py
Collect dataset from webcam.
train.ipynp
Create and train the model using collected dataset.
test.py
Test the model using webcam or video.
robot.py
Gesture control using PingPong Robot.
- Python 3
- TensorFlow 2.4
- sklearn
- numpy
- OpenCV
- MediaPipe