Tag: Deep

Deep Learning on Microcontrollers


Free Download Deep Learning on Microcontrollers: Learn how to develop embedded AI applications using TinyML
English | 2023 | ISBN: 9355518056 | 419 Pages | EPUB (True) | 12 MB
This book aims to increase accessibility to TinyML applications, particularly for professionals who lack the resources or expertise to develop and deploy them on microcontroller-based boards. The book starts by giving a brief introduction to Artificial Intelligence, including classical methods for solving complex problems. It also familiarizes you with the different ML model development and deployment tools, libraries, and frameworks suitable for embedded devices and microcontrollers. The book will then help you build an Air gesture digit recognition system using the Arduino Nano RP2040 board and an AI project for recognizing keywords using the Syntiant TinyML board. Lastly, the book summarizes the concepts covered and provides a brief introduction to topics such as zero-shot learning, one-shot learning, federated learning, and MLOps.

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Deep Learning and Medical Applications


Free Download Deep Learning and Medical Applications
English | 2023 | ISBN: 9819918383 | 341 Pages | PDF EPUB (True) | 118 MB
Over the past 40 years, diagnostic medical imaging has undergone remarkable advancements in CT, MRI, and ultrasound technology. Today, the field is experiencing a major paradigm shift, thanks to significant and rapid progress in deep learning techniques. As a result, numerous innovative AI-based programs have been developed to improve image quality and enhance clinical workflows, leading to more efficient and accurate diagnoses.

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Deep History, Climate Change, and the Evolution of Human Culture


Free Download Louise Westling, "Deep History, Climate Change, and the Evolution of Human Culture "
English | ISBN: 1009257331 | 2022 | 80 pages | PDF | 4 MB
This Element follows the development of humans in constantly changing climates and environments from Homo erectus 1.9 million years ago, to fully modern humans who moved out of Africa to Europe and Asia 70,000 years ago. Biosemiotics reveals meaningful communication among coevolving members of the intricately connected life forms on this dynamic planet. Within this web hominins developed culture from bipedalism and meat-eating to the use of fire, stone tools, and clothing, allowing wide migrations and adaptations. Archaeology and ancient DNA analysis show how fully modern humans overlapped with Neanderthals and Denisovans before emerging as the sole survivors of the genus Homo 35,000 years ago. Their visions of the world appear in magnificent cave paintings and bone sculptures of animals, then more recently in written narratives like the Gilgamesh epic and Euripides’ Bacchae whose images still haunt us with anxieties about human efforts to control the natural world.

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Deep History and the Ages of Man


Free Download Mark H. Gaffney, "Deep History and the Ages of Man"
English | 2022 | pages: 340 | ASI: B09SP8JMMZ, B09SX9HZY1 | PDF | 18,3 mb
Did human civilization begin 5-6,000 years ago (as we are told) with Sumer and Egypt? Or is there more to the story? What was the actual purpose of Stonehenge? Why is the Great Pyramid aligned to true north? Is it possible that advanced civilizations predated the modern era by tens of thousands of years? If so, what happened to them? Today, Academia and Egyptology remain hamstrung by limiting beliefs, false assumptions and shallow readings of ancient texts. Mark H Gaffney’s book presents compelling new evidence in support of Charles Hapgood’s theory of crustal displacement, first introduced in the 1950s. Deep History and the Ages of Man introduces a new and exciting earth climate model that will challenge everything you thought you knew about ancient history.

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Biodesign in the Age of Artificial Intelligence Deep Green


Free Download Biodesign in the Age of Artificial Intelligence: Deep Green
English | 2023 | ISBN: 0367768046 | 365 Pages | PDF (True) | 571 MB
Biodesign in the Age of Artificial Intelligence: Deep Green investigates the potentialof nature-based technology for shapingthe evolution of contemporary architectureand design. It takes on the now pervasivetopic of design intelligence, extending itsdefinition to encompass both biologicaland digital realms.

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Applied Deep Learning Design and implement your own Neural Networks to solve real-world problems


Free Download Applied Deep Learning: Design and implement your own Neural Networks to solve real-world problems
English | 2023 | ISBN: 9355513720 | 624 Pages | PDF EPUB | 378 MB
The book presents you with a thorough introduction to AI and Machine learning, starting from the basics and progressing to a comprehensive coverage of Deep Learning with Python. You will be introduced to the intuition of Neural Networks and how to design and train them effectively. Moving on, you will learn how to use Convolutional Neural Networks for image recognition and other visual tasks. The book then focuses on localization and object detection, which are crucial tasks in many applications, including self-driving cars and robotics. You will also learn how to use Deep Learning algorithms to identify and locate objects in images and videos. In addition, you will gain knowledge on how to create and train Recurrent Neural Networks (RNNs), as well as explore more advanced variations of RNNs. Lastly, you will learn about Generative Adversarial Networks (GAN), which are used for tasks like image generation and style transfer.

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