Deep Dive Into Computer Vision With Neural Networks: Part 1 - DZone AI

Machine vision, or computer vision, is a popular research topic in artificial intelligence (AI) that has been around for many years. However, machine vision still remains as one of the biggest challenges in AI. In this article, we will explore the use of deep neural networks to address some of the fundamental challenges of computer vision. In particular, we will be looking at applications such as network compression, fine-grained image classification, captioning, texture synthesis, image search, and object tracking. Even though deep neural networks feature incredible performance, their demands for computing power and storage pose a significant challenge to their deployment in actual application.