- Preprocessing the image to get only the sudoku in the image, so that 81 cells can be extracted easily
- Predicting the digits in each cell using machine learning
- Solving the sudoku using backtracking
Kaggle Dataset which boosted the accuracy to great extent and is much more useful than MNIST in this case
- For solving sudoku:
python solve.py
- For training model:
python model_train.py train
- For evaluating model:
python model_train.py evaluate
- Command:
python solve.py --image_path ./assets/sudoku_images/sudoku.jpg --model_path ./assets/models/model.keras - Sudoku image:
