How to detect hand position using Python
Eran Feit
Would you like to learn how to detect hand position using Python ? This is a pose estimation in real time tutorial.
This project based on Python, OpenCV and MediaPipe. This tutorial covers pose estimation in real time
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!
In this video, you'll learn how to detect and grab objects in real time using hands , fingers and joints
Get the Code: https://github.com/feitgemel/BodyPos/tree/master/MediaPipe/HandPos
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. The Amazon link for this wonderful book : https://amzn.to/3z4Rrs6
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This is video is part of a tutorial with step by step examples of hand estimation in real time you can find a full tutorial playlist in this link : https://youtube.com/playlist?list=PLdkryDe59y4akG_c5hYRnGxZCHb8ri1Bv
You can find more similar videos openCV idea in this playlist : : https://www.youtube.com/watch?v=gYg9ZuHm6vU&list=PLdkryDe59y4bntrhmeAjPqmn8KaOJRL6J
#Python #MediaPipe #OpenCV ... https://www.youtube.com/watch?v=evucscUjS0M
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