Deep Learning and Computer Vision: Guidelines and Special Issues

The catapult of Computer Vision into recent societal prominence is represented by advancements in self-driving cars, drone autonomy, and cities of the future. Central to these advancements are the developments of Deep Learning with Computer Vision to tackle the important tasks of object classification and localization. This paper surveys some of the current research and presents current guidelines for working in computer vision with deep learning. Additionally, special topics are highlighted including Multi-Modal Vision with Deep Learning and Temporal Networks.