README.md

Mathematical-Expression-Solver

A project which involves using Machine Learning Models (such as Convolutional Neural Networks) to identify mathematical symbols in an image file and solve the given expression.

Example of usage:

Demo 1 (YouTube)

Demo 2 (YouTube)

Training Results

Convolutional Neural Network

Losses and Accuracies (training of 5 epochs)

Confusion Matrix of Mathematical Symbols

Neural Network with HOG (Histograms of Oriented Gradients) Descriptors

Losses and Accuracies (training of 5 epochs)

Confusion Matrix of Mathematical Symbols