A realtime sudoku solver using OpenCV and Keras. It is really a fun project.
The tools I used to build this
1. #OpenCV to capture the image and find the 4 contour of the grid and cells. Also for image processing to prevent overfit and finally to display the result.
2. Subset of the Chars74K dataset to train my model. (I have another project with MNIST dataset.)
3. #Tensorflow and #Keras to train the model to recognize the (hand written) digits.
4. Backtracking algorithm to solve the sudoku grid which I shamelessly copied from the internet.
#OpenCv #computervision #tensorflow #keras #python3 #machinelearning #datascience
The tools I used to build this
1. #OpenCV to capture the image and find the 4 contour of the grid and cells. Also for image processing to prevent overfit and finally to display the result.
2. Subset of the Chars74K dataset to train my model. (I have another project with MNIST dataset.)
3. #Tensorflow and #Keras to train the model to recognize the (hand written) digits.
4. Backtracking algorithm to solve the sudoku grid which I shamelessly copied from the internet.
#OpenCv #computervision #tensorflow #keras #python3 #machinelearning #datascience
