This project builds a pipeline to photograph a Sudoku grid, pre-process the image using OpenCV techniques like Hough transforms and blob detection, recognize individual digits using either a CNN or KNN classifier, and then solve the puzzle. The GUI is built with tkinter and allows users to capture or load images of Sudoku boards for automated solving.