Image Sudoku Solver on Browser

Versione 1.0.0 (48,5 MB) da michio

Having a hard time solving Sudoku? Take a picture of your sudoku from your mobile (or webcam) to get the solution.

https://minoue-xx.github.io/Sudoku-Solver-via-Wasm/

Segui

0.0

(0)

52 download

Aggiornato 18 dic 2021

Visualizza la licenza su GitHub

Webcam Sudoku Solver

The sudoku on webcam image is recognized by classic image processing techniques and each digit is recognized by a simple CNN. The solution of the sudoku is overlayed on the original image and displayed on the web page.

日本語の解説はこちら

全体像: docs/JP_SudokuSolverOverview.md
モデル学習: docs/JP_trainCNNtoClassifyDigits.md

Products used in development

MATLAB R2021b
Image Processing Toolbox
Deep Learning Toolbox
MATLAB Coder

MATLAB's Sudoku solver is implemented as a form of WebAssembly, through "Generate JavaScript Using MATLAB Coder" version 2.0.2 by Geoff McVittie. The tool allows you to create JavaScript/WebAssembly libraries from MATLAB projects using MATLAB Coder.

You can find the tool here: https://jp.mathworks.com/matlabcentral/fileexchange/69973-generate-javascript-using-matlab-coder

Training CNN

The details can be find here model/trainCNN/trainCNNtoClassifyDigits.mlx

Cita come

michio (2024). Image Sudoku Solver on Browser (https://github.com/minoue-xx/Sudoku-Solver-via-Wasm/releases/tag/v1.0.0), GitHub. Recuperato aprile 23, 2024.