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AR Sudoku solver

Renders sudoku solutions on your camera feed in real time inside a browser window.

demo gif

Everything regarding image processing, solving the sudoku and rendering the solution are made by hand. The only major library used is mathjs for matrix calculations and trigonometric operations.

Usage

npm run start

This runs the app in development mode. Open http://localhost:3000 to view it in the browser.

Build

npm run build

Builds an optimized version in the build/ directory

Neural network

Trained to recognize single digits 1-9 using TensorFlow in Python. The final model can be found in public/tfjs_model/ and works out of the box without any extra steps. See this repo for steps on how to reproduce the model.

Acknowledgements

The general project structure and methodologies were heavily inspired by this amazing video by @atomic14, but all methods were researched and re-implemented in this project.

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