Knowing the hand symbols and their nuances while riding a motorcycle alone or with a crew can make things a lot safer.

Code in Matlab allowing to train EMG signal classification, and use this model, to simulate bionic hand. Use load_data.m to load and train model. Use simulink_model.mlx to create simulation.

One major motoring company has told drivers to learn their hand signals in case lights on their vehicle start to malfunction.

Please cite these papers if you are using codes: Karnam, Naveen Kumar, Shiv Ram Dubey, Anish Chand Turlapaty, and Balakrishna Gokaraju. "EMGHandNet: A hybrid CNN and Bi-LSTM architecture for hand ...