Deep Learning Applications in Computer Vision

(MS-DS) and is offered through the Coursera platform. MS-DS is an interdisciplinary degree program created by faculty from applied mathematics, computer science, information science, and other departments at CU Boulder. MS-DS is ideal for those who have completed a broad undergraduate course in the fields of DES and statistics and have significant professional experience. Information about the MS-DS program can be found at the link (https://www.coursera.org/degrees/master-of-science-data-science-boulder). In this lecture, you will learn about computer vision, a field of study and research. We will look at it. Next, we will introduce deep learning techniques and apply them to the same problem. We will look at their pros and cons. We will also get hands-on experience with the latest machine learning tools and software libraries through tutorials. Computer vision tasks that can utilize deep learning include image classification, image classification through localization, and motion or pose estimation.