Image Processing and Computer Vision with Python : Methods and Implementation

Bring the technologies of the future to bear on image processing AI and related technologies, such as deep learning and machine learning, have had a revolutionary impact on the fields of image processing and computer vision. Many fields, including medicine, robotics, smart driving, and more, are being transformed by these technologies and their outgrowths. Python programming provides an essential toolkit for applying AI and machine learning to key problems in these fields. Image Processing and Computer Vision with Python offers an introduction to this toolkit and to the range of interdisciplinary research methods it can power. Beginning with an explanation of traditional methods for solving image processing problems, it proceeds to outline a wide variety of cutting-edge techniques that bring AI and Python programming to bear. Perfect for practitioners at any level of expertise and aimed at finding interdisciplinary solutions to complex problems, Image Processing and Computer Vision with Python is an indispensable resource for programmers and image processing professionals. Image Processing and Computer Vision with Python readers will also find: A balance of theory and practiceDetailed discussion of problems related to image generation, face recognition, and instance segmentationA github repository of algorithms implemented in Python Image Processing and Computer Vision with Python is ideal for programming, computer science, and image processing professionals, as well as graduate students in these and related subjects.