Hello trend,
This is Satya Mallick from LearnOpenCV.com.
Do you know how to perform Squats properly? Most people don't.
It's time for New year resolutions and everyone knows that one of the most popular one is to exercise more and lose weight! We are sharing a blog post to get you started with it in a way CV Engineer's would love to! -- By building an AI Fitness trainer that gives you feedback when you are doing it wrong. Of course you can customize it to yell at you if you want! 😜
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AI Gym Trainer for Squats using Mediapipe
We have been working on an automated Gym Trainer for quite some time and finally arrived at a pretty good solution for tracking squats from the side view. We have used Mediapipe to give us the keypoints on the body because it runs in real-time on CPU.
Here are the features we have implemented:
- Counting Correct and Incorrect Squats.
- Feedback if you are not squating properly.
- Feedback when you are going too deep.
- Feedback when your back is not straight and bending forward/backward too much.
- Feedback if your knee is falling over toe.
| AI Gym Trainer using Mediapipe |
Here are some examples of the feedback given by the trainer:
You can use the same techniques to build a trainer for tracking any other exercise like Lunges, Push-ups, Pull-ups, etc. Without further ado, lets jump into the post 👉
| AI Gym Trainer using Mediapipe |
We have provided scripts to run the code that you can check out from the link below. If you like our resources, do star us on GitHub to say thanks!
| Download Code (GitHub) |
Do share any feedback about the application with us!
Cheers!
Satya
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