Classification systems based on image analysis

Cilj rada je prikaz nekih od tehnika primjene umjetne inteligencije. Problematika koja je obrađena je klasifikacija slika, točnije klasifikacija odjevnih predmeta. Prikazana je primjena jednostavnih neuronskih mreža i konvolucijskih neuronskih mreža za čiju implementaciju je korišten programski jezik Python, te biblioteke TensorFlow i Keras. Na kraju rada opisan je jednostavan model navedenih mreža, te su prikazani dobiveni rezultati.The goal of the paper is to present some of the techniques of applying artificial intelligence. The issue that has been addressed is the classification of images, more precisely the classification of clothing. The application of simple neural network and convolutional neural network is presented, for the implementation of which the Python programming language was used, as well as the TensorFlow and Keras libraries. At the end of the paper, a simple model of these networks is described, and the obtained results are presented