Recognition of Handwritten Digits Using Neural Networks

U ovom radu je prikazana i objašnjena tehnologija dubokih unaprijednih neuronskih mreža sa fokusom na konvolucijske neuronske mreže. Izrađena je konvolucijska neuronska mreža za više-klasnu klasifikaciju u programskom jeziku Python koristeći Keras biblioteku. Izrađena konvolucijska neuronska mreža je potom trenirana i testirana na skupu rukom pisanih brojeva MNIST. Na kraju rada dan je detaljan opis dobivenih rezultata.This work presents and explains the technology of deep feedforward neural networks with a focus on convolutional neural networks. A convolutional neural network of multi-class classification in the Python programming language was developed using the Keras library. The constructed convolutional neural network was then trained and tested on a set of handwritten MNIST numbers. At the end of the work, there is a detailed description of the results obtained