An Overview Comparison between Convolutional Neural Networks and Vision Transformers

Abstract

Deep learning is having a particularly revolutionary effect in the field of artificial intelligence, namely in computer vision, where machines are equipped with the capacity to comprehend and evaluate visual information. Throughout history, convolutional neural networks, or CNNs, have been essential for image processing applications because of their superior hierarchical feature extraction capabilities.