Image Classification

How Deep Neural Networks Perform Image Classification
Introduction In recent years, deep neural networks have revolutionized the field of computer vision, particularly in the domain of image [...]
What is Image Binarization in AI?
Why do We Need Binarization? Auto encoders are not able to recognize the images because of the noise in the [...]
What is Image Data Augmentation & how does it work?
State-of-the-art AI models require around 500 images per category during their training phase. If the available training dataset has fewer [...]
Using Autoencoders for Image Classification
Machine learning tasks are usually described in terms of how the machine learning model should process given data. For example, [...]