{"product_id":"nvidia-tao-toolkit-and-deep-anand-vemula-9798325729430","title":"NVIDIA TAO Toolkit and Deep Stream SDK: A Developer's Guide","description":"\u003cp\u003eThis book equips you with the skills to build and deploy custom vision AI applications for real-time video analysis. Whether you're a developer, researcher, or enthusiast, you'll gain a comprehensive understanding of NVIDIA's powerful toolkit, from training models to real-world deployment.\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePart 1: Introduction to Vision AI and Deep Learning\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLays the groundwork for computer vision and deep learning concepts.\u003c\/li\u003e\n\u003cli\u003eExplains how these technologies are used in real-world applications.\u003c\/li\u003e\n\u003cli\u003eIntroduces NVIDIA TAO and DeepStream, your one-stop shop for vision AI development.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003ePart 2: NVIDIA TAO Toolkit - Your Vision AI Training Companion\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eGuides you through setting up and navigating the user-friendly TAO interface.\u003c\/li\u003e\n\u003cli\u003eExplains how to prepare your data for efficient model training.\u003c\/li\u003e\n\u003cli\u003eCovers techniques for leveraging pre-trained models and adding new classes.\u003c\/li\u003e\n\u003cli\u003eDives into model training optimization and explores methods for reducing model size for deployment.\u003c\/li\u003e\n\u003cli\u003eTeaches you how to export your trained models for seamless integration with DeepStream.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003ePart 3: NVIDIA DeepStream SDK - Unleashing Your Vision AI in Real-Time\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnveils the core functionalities and architecture of DeepStream for real-time video analytics.\u003c\/li\u003e\n\u003cli\u003eExplains how DeepStream leverages GStreamer, a powerful framework, for efficient data processing.\u003c\/li\u003e\n\u003cli\u003eProvides step-by-step guidance on building real-time video analytics pipelines using DeepStream.\u003c\/li\u003e\n\u003cli\u003eExplores various DeepStream plugins for common tasks like decoding, inference, and displaying results.\u003c\/li\u003e\n\u003cli\u003eDemonstrates how to integrate your TAO models into DeepStream pipelines for real-world applications.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003ePart 4: Deployment and Optimization - Taking Your DeepStream Applications to the Real World\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExplores different deployment options for your DeepStream applications, from edge devices to cloud servers.\u003c\/li\u003e\n\u003cli\u003eProvides optimization techniques to ensure your applications run smoothly and efficiently.\u003c\/li\u003e\n\u003cli\u003eCovers methods for improving inference speed and resource utilization.\u003c\/li\u003e\n\u003cli\u003eExplains how to profile and debug your DeepStream pipelines for optimal performance.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eBy combining the power of TAO for model training with DeepStream for real-time deployment, you'll be equipped to build cutting-edge vision AI applications that analyze and understand the visual world around you. Get started today and unlock the potential of real-time video analytics!\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Anand Vemula\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798325729430\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/15\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 38\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.14lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.08d","brand":"Anand Vemula","offers":[{"title":"Paperback","offer_id":48440465490175,"sku":"9798325729430","price":13.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_1db16e0c-75ab-4166-9961-a46f3de4faa0.jpg?v=1777182614","url":"https:\/\/www.whiterainbookhouse.com\/products\/nvidia-tao-toolkit-and-deep-anand-vemula-9798325729430","provider":"WR Book House","version":"1.0","type":"link"}