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