blaz-r / gesture_recognition

Repository is part of my BSc thesis with title "Gesture recognition in video streams on an embedded device"

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gesture_recognition

Repository is part of my BSc thesis with title "Gesture recognition in video streams on an embedded device"

Hand gesture recognition is implemented on a wearable prototype, which works on the OAK-D embedded device, part of DepthAI platform. Device is mounted on user’s head as shown in the following image:

System offers music/video playback control using the following gestures:

You can see detected keypoints and detected gestures on host system:

Using pyautogui the command is then forwarded to OS.

All the code used to train and test LSTM model is located in gesture_lstm repository.

Credits

mediapipe

tflite2tensorflow by PINTO0309

depthai_hand_tracker by geaxgx

About

Repository is part of my BSc thesis with title "Gesture recognition in video streams on an embedded device"

License:GNU General Public License v3.0


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