Hand Gesture Recognition

Deep learning based hand gesture recognition using LSTM and MediaPipie.

Demo video using PingPong Robot

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