DataQuartz engineered an AI-powered auto-scoring dartboard that delivers real-time scoring with zero human input. Using computer vision and machine learning, the system accurately detects dart positions and updates scores instantly — enhancing gameplay, reducing errors, and enabling seamless digital integration for tournaments and casual play.
Pinpoint wanted a fully automated dart scoring experience.
The system had to be real-time, precise, and reliable.
Needed to meet market-grade performance benchmarks for a seamless live gameplay experience.
Built an end-to-end computer vision system to detect dart positions and calculate scores automatically
Applied deep learning and geometric techniques to ensure precise calibration and consistency
Designed for real-time performance and easy integration into gameplay environments
Real-time scoring during matches
for manual scoring
system ready for live environments