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Deep Learning for Computer Vision. Expert techniques to train advanced neural networks using TensorFlow and Keras

Język publikacji: angielskim
Deep Learning for Computer Vision. Expert techniques to train advanced neural networks using TensorFlow and Keras Rajalingappaa Shanmugamani - okladka książki

Deep Learning for Computer Vision. Expert techniques to train advanced neural networks using TensorFlow and Keras Rajalingappaa Shanmugamani - okladka książki

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310
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Deep learning has shown its power in several application areas of Artificial Intelligence, especially in Computer Vision. Computer Vision is the science of understanding and manipulating images, and finds enormous applications in the areas of robotics, automation, and so on. This book will also show you, with practical examples, how to develop Computer Vision applications by leveraging the power of deep learning.

In this book, you will learn different techniques related to object classification, object detection, image segmentation, captioning, image generation, face analysis, and more. You will also explore their applications using popular Python libraries such as TensorFlow and Keras. This book will help you master state-of-the-art, deep learning algorithms and their implementation.

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O autorze książki

Rajalingappaa Shanmugamani is currently working as an Engineering Manager for a Deep learning team at Kairos. Previously, he worked as a Senior Machine Learning Developer at SAP, Singapore and worked at various startups in developing machine learning products. He has a Masters from Indian Institute of TechnologyMadras. He has published articles in peer-reviewed journals and conferences and submitted applications for several patents in the area of machine learning. In his spare time, he coaches programming and machine learning to school students and engineers.

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