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#computer vision project

2 articles

May 8, 2026•10 min read

AI Air Guitar Project - I Sang a Song Using ONLY My Hands (Your 1st Amazing Guitar)

I built an AI air guitar. Hands in front of webcam. No real guitar. Just Python code and computer vision. It worked. Sort of. The chords changed. The strum detected. Sounds played.

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From Face Recognition FAIL to Maximum Accuracy: How I Built an ESP32 CAM Face Recognition Attendance System (And You Can Too)

Projects

April 20, 2026•9 min read

From Face Recognition FAIL to Maximum Accuracy: How I Built an ESP32 CAM Face Recognition Attendance System (And You Can Too)

This is the story of how I built an ESP32 CAM face recognition attendance system, fought with Python packages for hours, and finally won. And I'm going to show you exactly how to do it without losing your mind.

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