Gesture Recognition using Machine Learning - Integrated with voice-assist
My Voice Assist ("July") can understand specific hand gestures now. This is very helpful for person who are suffering from aphasia or other similar diseases, also when you are little far from VA, and Lazy geeks!!! A Keras+Tensorflow based python machine learning algorithm to identify hand gesture and control a Raspberry Pi based Voice-assist. After processing the gyroscope data, I have used a bidirectional LSTM model to identify the gesture pattern. Flask server also hosted in Raspberry Pi.
#gestureRecognition #gestureRecognitionML #sensorDataML
Code for ESP32 Cloud-witty :
https://github.com/Jhilam2014/Esp3212...
Code for Flask python server:
https://github.com/Jhilam2014/Python-...
Code for Machine Learning Model Generation :
https://github.com/Jhilam2014/LSTM-mo...