pose estimation in real time | How to capture body landmarks using MediaPipe and Python - part 6
Eran Feit
This is a pose estimation in real time tutorial based on Python OpenCV and Mediapipe, How to capture body landmarks in real time using Python OpenCV MediaPipe - part6
This project based on Python, OpenCV and MediaPipe
in this video series you'll learn the basics for getting started with Body pose detection, facial landmark estimation and hand pose detection using a single Mediapipe library and your webcam.
Mediapipe uses deep learning models to be able to accurately detect keypoints. Using this model you can begin to prototype a whole bunch of different use cases like touchless gesture control, human sentiment analysis and could even build your own exercise counter!
This is the part 6 of a full tutorial that demonstrate how to detect body landmarks and transform it to an action
In the video we detect a specific landmarks and comapre it to another landmark to create a simple action We are detecting if a hand is raised above the nose , and adding a simple text which hand was raised
Get the Code: https://github.com/feitgemel/BodyPos/tree/master/MediaPipe/Holistic
I am using one of these desktop cameras in my projects : Logitech C270 , Simple and basic camera : https://amzn.to/3gd3cGi Logitech HD Pro Webcam C920 , A very good camera : https://amzn.to/3CZPznW Most of my projects are done using Jetson Nano developer kit : https://amzn.to/2W4KKJk A more cheaper model is the Jetson Nano 2GB Developer Kit : https://amzn.to/3mdYjRq I am using a Samsung memory card : https://amzn.to/2W4oD5K
I recommend the following edition of the best-selling Python book in the world. A real fast-paced, no-nonsense guide to programming in Python The link for Amazon : https://amzn.to/3A7DECz
Another book is this excellent deep learning, Tensor flow and Keras book. Deep Learning is a complicated subject that is often difficult to explain and implement. In this book, Antonio Gulli, Dr Amita Kapoor, and Sujit Pal provide an effective overview of DL basics but also cover advanced topics for real-life implementations of DL and ML systems. I like this book and we plan to use this book in the next cohort of my course at the University of Oxford. The Amazon link for this wonderful book : https://amzn.to/3z4Rrs6
Another well written book with excellent examples and a good tour of the basics to understand image processing and computer vision. Great place to start : https://amzn.to/3zAqKwI
You can follow my playlist tutorial and learn how to do it you can find the tutorial in this link : https://youtube.com/playlist?list=PLdkryDe59y4akG_c5hYRnGxZCHb8ri1Bv
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#Python #MediaPipe #OpenCV
Music : TRAVEL VLOG background music https://www.youtube.com/watch?v=VzVlMAUNjWo ... https://www.youtube.com/watch?v=OdDgSsvzhRM
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