Application of Deep learning in computer vision

Abstract

The application of artificial intelligence is deep learning which is one of the current topics in the computer field as well as for the application of computer vision. With the continuous enhancement of deep learning, the algorithm performance is constantly updated. This review paper provides a brief overview of the basic concepts of computer vision and deep learning. Image classification, semantic segmentation and object detection are introduced in this paper followed by a description of their real world applications in various computer vision tasks, such as smart transportation and face recognition. Afterwards, the main applications of deep learning in the research field are demonstrated in this paper.