DEEP LEARNING FOR VISION SYSTEMS

Computer vision is central to many leading edge innovations including self driving cars drones augmented reality facial recognition and much much more Amazing new computer vision applications are developed every day thanks to rapid advances in AI and deep learning DL Deep Learning for Vision Systems teaches you the concepts and tools for building intelligent scalable computer vision systems that can identify and react to objects in images videos and real life With author Mohamed Elgendy s expert instruction and illustration of real world projects you ll finally grok state of the art deep learning techniques so you can build contribute to and lead in the exciting realm of computer vision Key Features Introduction to computer vision Deep learning and neural network Transfer learning and advanced CNN architectures Image classification and captioning For readers with intermediate Python math and machine learning skills About the technology By using deep neural networks AI systems make decisions based on their perceptions of their input data Deep learning based computer vision CV techniques which enhance and interpret visual perceptions makes tasks like image recognition generation and classification possible Mohamed Elgendy is the hea