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Hiwonder uHandPi Raspberry Pi Robotic Hand AI Vision Python Programming
- Powered by Raspberry Pi 4B/5 and support Python programming
- Work with OpenCV to realize AI vision recognition and tracking
- Right hand and left hand are available
- Open-source code and detailed tutorials are provided
Questions & Answers
Have a Question?
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I didn't see uHandPi opensource in github, where can i find it?
The uHandPi tutorials can be found in this link: https://drive.google.com/drive/folders/1hywhLuEK5UfGCk_tn-i0_ovpnB9kzXEh?usp=sharing
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Show me a tutorial of installation of all the given equipments, or any other booklet
Pls check this link: https://drive.google.com/drive/folders/1hywhLuEK5UfGCk_tn-i0_ovpnB9kzXEh?usp=sharing
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My Uhand does not have a micro-USB port. How to connect it to the laptop for downloading the program? Thank you.
The programs have been stored in the robot system, so you don't need to download the program from the computer. Take face detection for example. Its program can be found in: <img 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