{"product_id":"deep-learning-for-vision-systems-book-mohamed-elgendy-9781617296192","title":"Deep Learning for Vision Systems","description":"\u003cb\u003eHow does the computer learn to understand what it sees? \u003ci\u003eDeep Learning for Vision Systems\u003c\/i\u003e answers that by applying deep learning to computer vision. Using only high school algebra, this book illuminates the concepts behind visual intuition. You'll understand how to use deep learning architectures to build vision system applications for image generation and facial recognition.\u003c\/b\u003e\u003cbr\u003e \u003cbr\u003e \u003cb\u003eSummary\u003c\/b\u003e\u003cbr\u003e 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). \u003ci\u003eDeep Learning for Vision Systems\u003c\/i\u003e 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!\u003cbr\u003e \u003cbr\u003e Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.\u003cbr\u003e \u003cbr\u003e \u003cb\u003eAbout the technology\u003c\/b\u003e\u003cbr\u003e How much has computer vision advanced? One ride in a Tesla is the only answer you'll need. Deep learning techniques have led to exciting breakthroughs in facial recognition, interactive simulations, and medical imaging, but nothing beats seeing a car respond to real-world stimuli while speeding down the highway.\u003cbr\u003e \u003cbr\u003e \u003cb\u003eAbout the book\u003c\/b\u003e\u003cbr\u003e How does the computer learn to understand what it sees? \u003ci\u003eDeep Learning for Vision Systems\u003c\/i\u003e answers that by applying deep learning to computer vision. Using only high school algebra, this book illuminates the concepts behind visual intuition. You'll understand how to use deep learning architectures to build vision system applications for image generation and facial recognition.\u003cbr\u003e \u003cbr\u003e \u003cb\u003eWhat's inside\u003c\/b\u003e\u003cbr\u003e \u003cbr\u003e     Image classification and object detection\u003cbr\u003e     Advanced deep learning architectures\u003cbr\u003e     Transfer learning and generative adversarial networks\u003cbr\u003e     DeepDream and neural style transfer\u003cbr\u003e     Visual embeddings and image search\u003cbr\u003e \u003cbr\u003e \u003cb\u003eAbout the reader\u003c\/b\u003e\u003cbr\u003e For intermediate Python programmers.\u003cbr\u003e \u003cbr\u003e \u003cb\u003eAbout the author\u003cbr\u003e Mohamed Elgendy\u003c\/b\u003e is the VP of Engineering at Rakuten. A seasoned AI expert, he has previously built and managed AI products at Amazon and Twilio.\u003cbr\u003e \u003cbr\u003e \u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e \u003cbr\u003e PART 1 - DEEP LEARNING FOUNDATION\u003cbr\u003e \u003cbr\u003e 1 Welcome to computer vision\u003cbr\u003e \u003cbr\u003e 2 Deep learning and neural networks\u003cbr\u003e \u003cbr\u003e 3 Convolutional neural networks\u003cbr\u003e \u003cbr\u003e 4 Structuring DL projects and hyperparameter tuning\u003cbr\u003e \u003cbr\u003e PART 2 - IMAGE CLASSIFICATION AND DETECTION\u003cbr\u003e \u003cbr\u003e 5 Advanced CNN architectures\u003cbr\u003e \u003cbr\u003e 6 Transfer learning\u003cbr\u003e \u003cbr\u003e 7 Object detection with R-CNN, SSD, and YOLO\u003cbr\u003e \u003cbr\u003e PART 3 - GENERATIVE MODELS AND VISUAL EMBEDDINGS\u003cbr\u003e \u003cbr\u003e 8 Generative adversarial networks (GANs)\u003cbr\u003e \u003cbr\u003e 9 DeepDream and neural style transfer\u003cbr\u003e \u003cbr\u003e 10 Visual embeddings","brand":"WoB","offers":[{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":49573448679697,"sku":"GOR012015626","price":34.99,"currency_code":"USD","in_stock":false},{"title":"GB \/ NEW \/ GARDNERS","offer_id":49740946080017,"sku":"NGR9781617296192","price":65.09,"currency_code":"USD","in_stock":false},{"title":"US \/ GOOD \/ SBYB","offer_id":50264724111633,"sku":"CIN1617296198G","price":45.61,"currency_code":"USD","in_stock":false},{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":50304479527185,"sku":"CIN1617296198VG","price":39.99,"currency_code":"USD","in_stock":false},{"title":"US \/ NEW \/ INGRAM","offer_id":51040820330769,"sku":"NIN9781617296192","price":47.49,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1617296198.jpg?v=1781273582","url":"https:\/\/www.worldofbooks.com\/products\/deep-learning-for-vision-systems-book-mohamed-elgendy-9781617296192","provider":"World of Books ","version":"1.0","type":"link"}