Vision transformer properties
Vision transformers are not just a replacement for CNNs and RNNs. They have some interesting properties.
computer-vision
Applications of transformers in computer vision
The evolution of transformers, their application in natural language processing (NLP), their surprising effectiveness in computer vision, ending with applica...
An overview of deep learning for image processing
Deep learning (large, multi-layered neural networks) have been successfully applied to computer vision tasks. This article reviews its origins, the evolution...
Exploring SHAP explanations for image classification
How to interpret predictions of an image classification neural network using SHAP.