{"product_id":"deep-learning-for-computer-vision-expert-techniques-to-train-advanced-neural-networks-using-tensorflow-and-keras-paperback","title":"Deep Learning for Computer Vision: Expert techniques to train advanced neural networks using TensorFlow and Keras - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eRajalingappaa Shanmugamani\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eLearn how to model and train advanced neural networks to implement a variety of Computer Vision tasks\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eTrain different kinds of deep learning model from scratch to solve specific problems in Computer Vision\u003c\/li\u003e \u003cli\u003eCombine the power of Python, Keras, and Tensorflow to build deep learning models for object detection, image classification, similarity learning, image captioning, and more\u003c\/li\u003e \u003cli\u003eIncludes tips on optimizing and improving the performance of your models under various constraints\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eDeep 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.\u003c\/p\u003e \u003cp\u003eIn 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.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eSet up an environment for deep learning with Python, Tensorflow, and Keras\u003c\/li\u003e \u003cli\u003eDefine and train a model for image and video classification\u003c\/li\u003e \u003cli\u003eUse features from a pre-trained Convolutional Neural Network model for image retrieval\u003c\/li\u003e \u003cli\u003eUnderstand and implement object detection using the real-world Pedestrian Detection scenario\u003c\/li\u003e \u003cli\u003eLearn about various problems in image captioning and how to overcome them by training images and text together\u003c\/li\u003e \u003cli\u003eImplement similarity matching and train a model for face recognition\u003c\/li\u003e \u003cli\u003eUnderstand the concept of generative models and use them for image generation\u003c\/li\u003e \u003cli\u003eDeploy your deep learning models and optimize them for high performance\u003c\/li\u003e \u003c\/ul\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 310\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.65 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e January 23, 2018\u003c\/div\u003e\n            ","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":43153858789439,"sku":"9781788295628","price":76.01,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/VH9DIPXSz89781788295628.webp?v=1776951501","url":"https:\/\/dhlswag.com\/products\/deep-learning-for-computer-vision-expert-techniques-to-train-advanced-neural-networks-using-tensorflow-and-keras-paperback","provider":"BBB","version":"1.0","type":"link"}