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[P] Built a 100% Client-Side Vision Pipeline for Real-Time Chessboard & Multi-Board Detection (Chrome/Firefox Extension) [P]

Via r/MachineLearning
Monday, Sep 14, 2026 · 10:47AM
Summary

Hi everyone, Inspired by tools like Chessvision.ai, I wanted to take a different architectural approach and build a browser extension (ChessInsights AI) that performs chessboard detection and piece recognition 100% client-side using local inference—with zero image data ever leaving the user's machin

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