Hand Gesture Recognition

Deep learning based hand gesture recognition using LSTM and MediaPipie.

result

Files

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.

Dependency

  • Python 3
  • TensorFlow 2.4
  • sklearn
  • numpy
  • OpenCV
  • MediaPipe

GitHub

https://github.com/kairess/gesture-recognition