AI Pose Estimation with Python and MediaPipe | Plus AI Gym Tracker Project

Tired of stacking reps at the gym?

Been lifting heavy and just can't seem to lift that pen? (actually lol'd)

Well, have I got the app for you!

In this video you'll learn how to build your very own AI powered gym tracker using AI Powered Pose estimation. You'll leverage MediaPipe and Python to detect different posts from a webcam feed. Then render the results to the screen using OpenCV. As part of it you'll also learn how to extract joint coordinates and calculate joint angles!

You’ll learn how to:
1. Set up MediaPipe for Python
2. Estimate poses using your Webcam and OpenCV
3. Extract join coordinates from the detected pose
4. Calculate angles between joints using Numpy and Trigonometry
5. Building an AI Powered Gym Tracker to count your reps

GET THE CODE FROM THE VIDEO:

Chapters:
0:00 - Start
0:28 - Content
1:33 - How it Works
2:09 - Install and Setup
10:42 - Estimate Poses with Mediapipe and OpenCV
25:04 - Extract Joint Coordinates
32:47 - Calculate Joint Angles
51:18 - AI Powered Gym Tracker
1:03:49 - Ending

Oh, and don't forget to connect with me!

Happy coding!
Nick

P.s. Let me know how you go and drop a comment if you need a hand!

[LabbHasse]

Thank you so much. Your teaching and tutorial style is the perfect match for me. Clear an precise, and you continuously explain everything you do, thanx!!

[epidemiaproductions]

I've saved this vid for later, dude you are just amazing, i'm loving all the vids and the way you teach is really easy to understand, keep it up!

cheers from brazil :)

[shukkkursabzaliev]

Mind blowing tutorial! Look forward for more similar projects, especially the one you talked about (counter for several exercises at once). Liked + subscribed + bell turned on!

[winstonyeung]

Sir, your presentation is really systematic and content is as always informative. Thank you so much.

[AshishPandey-cpdm]

and once again super thanks for doing this. You make it super easy for a beginner to understand stuffs. This was your second tutorial i tried (1st one being Object detection - 5hr course).

[mathieuraffinot]

Many thanks for this tutorial ! The video is well done, your explanations are very clear, and the code ran directly on my computer without any modifications, which is quite rare !

[jerrylee]

This is the best video I saw to use & test pose estimate. Thank you.

[minhnamphan]

I needed to calculate the angle of my arm to my body and your video helped me a lot. Thank you very much. I hope you release more videos

[bhaskarkc]

I am learning python and its been week but i can totally follow you. Great work.

[muhammadmemon]

Excellent step-by-step video! Great work! So much help for my capstone!

[ishanubale]

very good video all info from the start and no complicated installations

[leamon]

Thanks. This is amazing. Looking forward to the multi-pose tracker tutorial.

[williambittner]

Completed the tutorial and learned a looot!! Thank you very much :)

[MJ]

I decided to try and use mediapipe for a project I was doing but got discouraged by some of the documentation as I struggled to even install it. I then came to this tutorial and you made it look so easy and understandable! Thanks.

[ademhilmibozkurt]

What a video Nich. I love data science and computer vision contents. Thank you

[Flipszn]

THANK YOU SO MUCH. YOU SAVED MY SENIOR DESIGN PROJECT <3

[udaysodhi]

More content creators like you should exist

[KJletMEhandelit]

Great video, I'm happy that i learnt something via implementing with proper guidance.

[malekaburaddaha]

Man you're the greatest, this is just what I was looking for.

[ancycoding]

Really powerful library of python and the teacher too.