Abstract: - During the lockdown we find difficulties a lot in offline education. So, we will develop an algorithm using machine learning, neural networks in python to recognize the handwritten mathematical expression, digits and symbols. We will check for the hand written mathematical equation on paper, and algorithm will validate each step using neural network and machine learning. The final answer will be shown when the algorithm will finish its task that if the hand written equation on the paper is correct or not. If the validate steps will be right it will mark as green if the steps are solved wrong it will be mark as red, the algorithm will draw rectangle boxes around each valid step.

Keywords: Neural Network, Deep Learning, SVM, MATLAB, OpenCV