Early actions classification in video using LSTM
- 0 Collaborators
We’ll investigate LSTM capabilities in early actions classification in videos using LSTM and attention mechanisms. Starting from RGB frames the model will classify actions earlier. ...learn more
Project status: Under Development
Robotics, Artificial Intelligence
Intel Technologies
AI DevCloud / Xeon,
Intel Opt ML/DL Framework
Overview / Usage
Very good performance has been obtained by models that can classify actions earlier working on skeleton data. We'll try to develop a model able to reach same performance starting from rgb frames analysis. Soft visual attention mechanisms will be used.
Methodology / Approach
Very good performance has been obtained by models that can classify actions earlier working on skeleton data. We'll try to develop a model able to reach same performance starting from rgb frames analysis. Soft visual attention mechanisms will be used. The model will be trained on Intel AI Dev Cloud.
Technologies Used
Tensorflow, Keras, RecurrentShop, OpenCV, Intel AI Dev Cloud