New Deep Learning Strategy Could Enhance Computer Vision

Since its humble beginnings at the turn of the millennium, deep learning, as both a scientific discipline and an industry, has come a long way. From smartphone assistants to pattern recognition software, security solutions, and other applications, deep learning is becoming a multi-billion dollar business poised for great growth over the few next years. However, for deep learning agents to reach their full potential, they have to "learn" how to learn on their own. Herein lies the whole difference between supervised and unsupervised deep learning. The power and appeal of deep learning is all about their ability to recognize different types of patterns like faces, voices, objects, images, and codes.