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.
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Python 3
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TensorFlow 2.4
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sklearn
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numpy
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OpenCV
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MediaPipe