Zahira11 / Workout-Evaluation-tf-openpose

An application which uses deep learning to correct body posture during workouts.

Workout Evaluation Using Deep Learning

Body posture is very important during excercise. Incorrect posture can lead to inefficent workouts and aching/complications in the body.
This is an application which will correct body posture during various workouts.
It will compare the position of various limbs of the user with corresponding position of a trainer in realtime using feed from a webcam. The user can find out whether their posture was correct or not and see their errors.
Various workouts can be loaded via videos from trainers.

Sources

The code for pose estimation has been taken from: https://github.com/ildoonet/tf-pose-estimation
https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation
Original paper: https://arxiv.org/abs/1611.08050