/Generative-Neural-Networks-for-Action-Detection-

Dataset was created from a personal webcam and currently includes 3 actions.

Primary LanguagePython

Generative-Neural-Networks-for-Action-Detection-

Tags from personal dataset were analyzed with MediaPipe Holistic for body posture, hand and face signatures and concatenated for LSTM model.

The model is made up of 3 LSTM layers and 3 Dense layers.

They have a precision of 90% for highly similar actions and 78% for dissimilar actions.