Application of Convolutional Neural Networks to Classify Ambiguous Categories
Arjun Rai, Guillermo H. Goldsztein · Journal of Student Research · 2023
Neural networks are often used for classifying images of specific objects, people, animals, and other objects of interest because of their ability to find particular patterns for categories. In this paper, we apply a Convolutional Neural Network (CNN) to classify images from a dataset of 4 semi-ambiguous classes and compare the scores of different architectures of neural networks and how different preprocessing techniques can affect their performance.