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Project information

Development of a boxing movement recognition module using deep learning techniques for its integration into a home training system

J. Boal E.F. Sánchez-Úbeda

October 2020 - January 2021

Funding entity Brooklyn Fitboxing International S.L


Taking as input the images obtained from an RGB-D camera, boxing movement detection algorithms are trained using deep learning techniques. Once the model is adjusted, it is implemented in an electronic board equipped with an artificial intelligence acceleration module. The objective is to determine, in real time, if the movement executed by the user corresponds in time and form to the one expected in the exercise.


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