  We present Fitness tutor, an application for maintaining correct posture
during workout exercises or doing yoga. Current work on fitness focuses on
suggesting food supplements, accessing workouts, workout wearables does a great
job in improving the fitness. Meanwhile, the current situation is making
difficult to monitor workouts by trainee. Inspired by healthcare innovations
like robotic surgery, we design a novel application Fitness tutor which can
guide the workouts using pose estimation. Pose estimation can be deployed on
the reference image for gathering data and guide the user with the data. This
allow Fitness tutor to guide the workouts (both exercise and yoga) in remote
conditions with a single reference posture as image. We use posenet model in
tensorflow with p5js for developing skeleton. Fitness tutor is an application
of pose estimation model in bringing a realtime teaching experience in fitness.
Our experiments shows that it can leverage potential of pose estimation models
by providing guidance in realtime.
