huB-ram / gesture-recognition

Deep learning based hand gesture recognition using LSTM and MediaPipie.

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