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A project that involves using Machine Learning Models (such as Convolutional Neural Networks) to identify mathematical symbols and solve given expressions.

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Razvan48/Mathematical-Expression-Solver

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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:










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