Automatic dart scoring system

How it was built

1. 1

   Started with two webcams and OpenCV blob detection, which wasn't accurate enough in 2D.

2. 2

   Moved to 4 elevated cameras with a light ring, generated training data and trained a YOLOv8 network.

3. 3

   Settled on 3 cameras for performance, then printed the frame and built the GUI and game logic.

Skills

• Computer vision (OpenCV, YOLO, 3D reconstruction)
• Python
• 3D printing & parametric CAD (SolidWorks, OpenSCAD)
• Git