Principles and Labs for Deep Learning provides the knowledge and techniques needed to help readers design and develop deep learning models. Deep Learning techniques are introduced through theory, comprehensively illustrated, explained through the TensorFlow source code examples, and analyzed through the visualization of results. The structured methods and labs provided by Dr. Huang and Dr. Le enable readers to become proficient in TensorFlow to build deep Convolutional Neural Networks (CNNs) through custom APIs, high-level Keras APIs, Keras Applications, and TensorFlow Hub. Each chapter has one corresponding Lab with step-by-step instruction to help the reader practice and accomplish a specific learning outcome. Deep Learning has been successfully applied in diverse fields such as computer vision, audio processing, robotics, natural language processing, bioinformatics and chemistry. Because of the huge scope of knowledge in Deep Learning, a lot of time is required to understand and deploy useful, working applications, hence the importance of this new resource. Both theory lessons and experiments are included in each chapter to introduce the techniques and provide source code examples to practice using them. All Labs for this book are placed on GitHub to facilitate the download. The book is written based on the assumption that the reader knows basic Python for programming and basic Machine Learning. Introduces readers to the usefulness of neural networks and Deep Learning methods Provides readers with in-depth understanding of the architecture and operation of Deep Convolutional Neural Networks Demonstrates the visualization needed for designing neural networks Provides readers with an in-depth understanding of regression problems, binary classification problems, multi-category classification problems, Variational Auto-Encoder, Generative Adversarial Network, and Object detection
With hundreds of color photographs and illustrations, this Chinese gardening book is a wonderful introduction to penjing—China's treasured bonsai art.Although most people thing bonsai is a Japanese invention, the art originated in ancient China where it is called penjing. The two Chinese characters for penjing ("pot" and "landscape") capture the essence of this art: sculpting microcosms of the beauty of the natural world from plants, rocks, soil, and water, both as an artistic process and as horticultural cultivation.Both penjing and bonsai are art forms that express the beauty of nature. In China, bonsai, as a part of penjing, is often called "tree penjing," or "tree in a pot." The Chinese divide penjing into three categories: tree penjing, rock penjing, and water-and-land penjing.This Chinese gardening book showcases the Chinese art of penjing in all its aspects for the benefit of penjing aficionados and all other readers interested in Chinese culture. It covers the concept, history, categories, aesthetic features, techniques, display, appreciation, and preservation of penjing. It is a feast for the eyes while providing a wealth of information for the academically inclined as well as the practically minded. There are more than 300 lavish illustrations grouped into three different categories of penjing. The reader will not only be awed by the beautiful compositions of penjing, but will also learn about the Chinese approach to nature and to life.
This special compendium provides a concise and unified vision of facial image processing. It addresses a collection of state-of-the-art techniques, covering the most important areas for facial biometrics and behavior analysis. These techniques also converge to serve an emerging practical application of interactive distance learning.Readers will get a broad picture of the fundamental science of the field and technical details that make the research interesting. Moreover, the intellectual investigation motivated by the demand of real-life application will make this volume an inspiring read for current and prospective researchers and engineers in the fields of computer vision, machine learning and image processing.
Huai-nan Tzu (139BC) was viewed, for its great diversity of subject-matter, ideas and style, by traditional Chinese scholars as a composite work of the Eclectic School. It is the author's contention, however, that one overriding concern pervades the work: the attempt to define the essential conditions for a Taoist political utopianism. The present study emphasizes Chapter Six of Huai-nan Tzu in expounding the theory of kan-ying STIMULUS-RESPONSE; RESONANCE, which postulates that all things in the universe are interrelated and influence each other according to pre-set patterns. Only in the True Man, who is 'one with Tao' and 'attuned to the cosmos', does kan-ying attain its ultimate realization, 'the Great Peace' and 'the Great Merging'. 'After all,' concludes the author, ' it is in Huai-nan Tzu that we find the statement
A rich, poetic, and socially relevant version of the great spiritual-philosophical classic of Taoism, the Tao Te Ching—from a legendary literary icon Most people know Ursula K. Le Guin for her extraordinary science fiction and fantasy. Fewer know just how pervasive Taoist themes are to so much of her work. And in Lao Tzu: Tao Te Ching, we are treated to Le Guin’s unique take on Taoist philosophy’s founding classic. Le Guin presents Lao Tzu’s time-honored and astonishingly powerful philosophy like never before. Drawing on a lifetime of contemplation and including extensive personal commentary throughout, she offers an unparalleled window into the text’s awe-inspiring, immediately relatable teachings and their inestimable value for our troubled world. Jargon-free but still faithful to the poetic beauty of the original work, Le Guin’s unique translation is sure to be welcomed by longtime readers of the Tao Te Ching as well as those discovering the text for the first time.
The rebirth of an immortal emperor occurred ten years ago. "Young man Ye Chen, holding a beauty in his arms, attacking your enemy, erasing your past shame and reaching the peak of your life once again!" No matter where you are, no matter where you are, if you have ever insulted me, I will humiliate you!
Ursula K. Le Guin, a student of the Tao Te Ching for more than fifty years, offers her own thoughtful rendering of the Taoist scripture. She has consulted the literal translations and worked with the scholar J. P. Seaton to develop a version that lets the ancient text speak in a fresh way to modern people, while remaining faithful to the original Chinese. This rendition reveals the Tao Te Ching's immediate relevance and power, its depth and refreshing humor, illustrating better than ever before why it has been so loved for more than 2,500 years. Included are Le Guin's own personal commentary and notes along with two audio CDs of the text read by the author, with original music composed and performed by Todd Barton."--Publisher's website.
This ambitious work traces a social history of semicolonialism in late-nineteenth- and early-twentieth-century China. It takes as its central concern the intertwining of two antagonistic forces: elite constructions of modernity shaped globally, and an alternate line of peasant resistance and development. Nantong county and the northern portion of the commercially advanced Yangzi Delta form its focal points. Lying in the hinterland of and connected in myriad ways with the treaty port of Shanghai, which in the late nineteenth century became the center of imperialist activity in China, the northern delta is an ideal locale for examining how the acquisition, transmission, and contestation of power may have changed during the extended moment of semicolonial encounter. The authors specific project is to unravel the multiple strands of the semicolonial process and thereby the dominant and alternative histories it embodied. In emphasizing semicolonialism as a structural context shaping events, the book opens up a pivotal but silent area in the history of modern China. In confronting the development of capitalism as a historical phenomenon and suggesting that its consequences for land and labor on a global scale need greater theoretical and historical scrutiny, the book forces a new understanding of Chinas modernity. The book is in two parts. The first delineates key long-term dynamics in the political, economic, and social history of the area from the late Ming dynasty to the Opium Wars. The second part begins with an examination of the rise of modernist urban power in the context of accelerating growth in the textile and cotton trades, focusing on such topics as economic restructuring under Shanghais impetus, new forms of economic and political organization, and contention as well as cooperation within the urban elite. Turning to the countryside, the book then examines the regearing of the rural economy to the needs of urban capital, local and global; outlines the emergence of modern landlordism and other rural capitalisms; analyzes class formation in the peasantry associated with changes in labor organization, tenurial arrangements, and the gendered division of labor; and traces the coalescence of a distinctive political discourse through which peasants contested certain development schemes and advanced alternative conceptions of community and nation.
he is a sunny positive 18 line artist he is the general manager with calm atmosphere and outstanding temperament because of a strange request the two begin a long journey to attract each other help again and again and again recently gradually increased the feelings for each other germination so what do you do how to do nonsense together of course mr yi i think we ll be together forever don t you will chen the wood stared at yi cheng so your next role is fortune-teller two blind men yi cheng bowed his head his voice languid i feel your discrimination don t push me go to sleep i have to get up early tomorrow yi cheng patted chen wood s head oh kisses hugs
Zhou Yi downloaded a future trembling app and was pleasantly surprised to find out that this app was actually linked to the myriad heavens the video. He released was praised by countless immortal emperors and god kings and was even rewarded with various treasures. From then on zhou yi's ordinary life became colorful and colorful the little sister goddess was pleading for a dotcom relationship and the female emperor was also interested in him the devil realm ancestor did not hesitate to use the nine revolutions divine technique to bribe him in order to become popular online my voice booms through all worlds i am so strong that i am afraid of myself.
Zhou Yi downloaded a future trembling app and was pleasantly surprised to find out that this app was actually linked to the myriad heavens the video. He released was praised by countless immortal emperors and god kings and was even rewarded with various treasures. From then on zhou yi's ordinary life became colorful and colorful the little sister goddess was pleading for a dotcom relationship and the female emperor was also interested in him the devil realm ancestor did not hesitate to use the nine revolutions divine technique to bribe him in order to become popular online my voice booms through all worlds i am so strong that i am afraid of myself.
Zhou Yi downloaded a future trembling app and was pleasantly surprised to find out that this app was actually linked to the myriad heavens the video. He released was praised by countless immortal emperors and god kings and was even rewarded with various treasures. From then on zhou yi's ordinary life became colorful and colorful the little sister goddess was pleading for a dotcom relationship and the female emperor was also interested in him the devil realm ancestor did not hesitate to use the nine revolutions divine technique to bribe him in order to become popular online my voice booms through all worlds i am so strong that i am afraid of myself.
Zhou Yi downloaded a future trembling app and was pleasantly surprised to find out that this app was actually linked to the myriad heavens the video. He released was praised by countless immortal emperors and god kings and was even rewarded with various treasures. From then on zhou yi's ordinary life became colorful and colorful the little sister goddess was pleading for a dotcom relationship and the female emperor was also interested in him the devil realm ancestor did not hesitate to use the nine revolutions divine technique to bribe him in order to become popular online my voice booms through all worlds i am so strong that i am afraid of myself.
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