https://github.com/thenoobinventor/sudoku-ai-solver

OpenCV and Deep Learning are employed in extracting a sudoku puzzle from images and solving it. The project runs in a Jupyter Notebook Docker container, the Deep Learning model is built, trained and deployed with TensorFlow and the main solver programmed in Python.
https://github.com/thenoobinventor/sudoku-ai-solver

ai deep-learning docker jupyter-notebook opencv python sudoku-solver tensorflow

Last synced: 3 months ago
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OpenCV and Deep Learning are employed in extracting a sudoku puzzle from images and solving it. The project runs in a Jupyter Notebook Docker container, the Deep Learning model is built, trained and deployed with TensorFlow and the main solver programmed in Python.

• Host: GitHub
• URL: https://github.com/thenoobinventor/sudoku-ai-solver
• Owner: TheNoobInventor
• Created: 2022-07-23T20:50:45.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2023-07-06T12:00:31.000Z (almost 3 years ago)
• Last Synced: 2025-03-28T06:16:35.743Z (over 1 year ago)
• Topics: ai, deep-learning, docker, jupyter-notebook, opencv, python, sudoku-solver, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 15.5 MB
• Stars: 1
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
![Pytest workflow](https://github.com/TheNoobInventor/sudoku-ai-solver/actions/workflows/.github/workflows/pytest.yml/badge.svg)   ![Mkdocs workflow](https://github.com/TheNoobInventor/sudoku-ai-solver/actions/workflows/.github/workflows/docs.yml/badge.svg)

# Sudoku AI Solver



    



## Docker container

The main Jupyter notebook, `sudoku_puzzle_extractor.ipynb`, and relevant files needed for this project can be run in a Docker container. 

First pull the image (with a compressed size of 1.93 GB) from the Docker Hub repository:

```

docker pull thenoobinventor/sudoku-ai-solver:latest

```

Then run a container (choose a name for it) based on the image:

```

docker run -it --rm -p 8890:8890 --name container_name thenoobinventor/sudoku-ai-solver:latest

```

The documentation for this project can be found [here](https://TheNoobInventor.github.io/sudoku-ai-solver/).