Explore Detectron2 using cutting-edge models and learn all about implementing future computer vision applications in custom domains Purchase of the print or Kindle book includes a free PDF eBook Key Features Learn how to tackle common computer vision tasks in modern businesses with Detectron2 Leverage Detectron2 performance tuning techniques to control the model's finest details Deploy Detectron2 models into production and develop Detectron2 models for mobile devices Book Description Computer vision is a crucial component of many modern businesses, including automobiles, robotics, and manufacturing, and its market is growing rapidly. This book helps you explore Detectron2, Facebook's next-gen library providing cutting-edge detection and segmentation algorithms. It's used in research and practical projects at Facebook to support computer vision tasks, and its models can be exported to TorchScript or ONNX for deployment. The book provides you with step-by-step guidance on using existing models in Detectron2 for computer vision tasks (object detection, instance segmentation, key-point detection, semantic detection, and panoptic segmentation). You'll get to grips with the theories and visualizations of Detectron2's architecture and learn how each module in Detectron2 works. As you advance, you'll build your practical skills by working on two real-life projects (preparing data, training models, fine-tuning models, and deployments) for object detection and instance segmentation tasks using Detectron2. Finally, you'll deploy Detectron2 models into production and develop Detectron2 applications for mobile devices. By the end of this deep learning book, you'll have gained sound theoretical knowledge and useful hands-on skills to help you solve advanced computer vision tasks using Detectron2. What you will learn Build computer vision applications using existing models in Detectron2 Grasp the concepts underlying Detectron2's architecture and components Develop real-life projects for object detection and object segmentation using Detectron2 Improve model accuracy using Detectron2's performance-tuning techniques Deploy Detectron2 models into server environments with ease Develop and deploy Detectron2 models into browser and mobile environments Who this book is for If you are a deep learning application developer, researcher, or software developer with some prior knowledge about deep learning, this book is for you to get started and develop deep learning models for computer vision applications. Even if you are an expert in computer vision and curious about the features of Detectron2, or you would like to learn some cutting-edge deep learning design patterns, you will find this book helpful. Some HTML, Android, and C++ programming skills are advantageous if you want to deploy computer vision applications using these platforms.
Based on his own experiences, extensive use of primary and secondary sources, and interviews with Vietnamese refugees who lived under the new order, Nguyen Van Canh analyzes the contemporary political and administrative structure of Vietnam and its leaders, culture, education, economy, and foreign policy.
What Americans call the Vietnam War actually began in December 1946 with a struggle between the communists and the French for possession of the country--but Vietnam's strategic position in southeast Asia inevitably led to the involvement of other countries. Written by an officer in the Republic of Vietnam Armed Forces, this poignant memoir seeks to clarify the nuances of South Vietnam's defeat. From the age of 12, Van Nguyen Duong watched as the conflict affected his home, family, village and friends. He discusses not only the day-to-day hardships of wartime but his postwar forced relocation and eventual imprisonment. A special focus is on the anguish caused by the illusive reality of Vietnamese independence. The political forces at work north and south, the hardships suffered by RVNAF soldiers after the 1975 U.S. withdrawal, and the effects of reunification on the Vietnamese people are discussed.
One of the most significant efforts to result thus far from the improvement in scholarly access [to North Vietnam].... Combining life history interviewing with archival research in Vietnam, Canada, and France, the book focuses on the village sociocultural system's encounter with Western colonialism, capitalism, and socialist revolution." --Journal of Asian Studies
The Lord pointed out to me the number 111 in a special way. I have testified about this in this book and how it led me to the three purposes of the Church which are evangelism, worship and spiritual growth. I do this through 3 chapters in the Bible. They are Psalm 111, Psalm 112 and 1 Corinthians 13.I have also added an important chapter on the Holy Spirit because of so much misunderstandings about spirits. I conclude with a look at Psalm 110 which tells us what's going on now and what is coming in the future. I explain in the introduction my purpose for writing this book which is to raise money for the Castle Theatre Ministry of my daughter's family. If anyone would like to donate directly to this ministry, please send to Castle Theatre Ministry, P. O. Box 201, Dearing, Kansas, 67340. It is tax deductable and they will send you a receipt. The Lord laid on my heart to introduce him also to those who have not fully been introduced to Him. I did this in Act 2 in this book. I hope you are inspired by this writing as much as I have been.
This is the most up-to-date and complete English to Vietnamese dictionary available. It is designed primarily for the growing number of students of Vietnamese who need a good and reliable English-Vietnamese dictionary. Although it is targeted mainly at English speakers and other non-native users who need to learn Vietnamese, it can also be used by Vietnamese speakers who are learning or need to know English. Along with 18,000 enries--covering contemporary words and phrases used in educational, business and tourist settings--the attractive and user-friendly layout is organized effectively, making it easy to locate words and phrases quickly. It also includes many valuable pointers and information about the Vietnamese language. Completely revised and updated with over 18,000 entries. Clear, user-friendly text with idioms, expressions and sample sentences. The ideal dictionary for students and business people. The first edition, published as Essential English-Vietnamese Dictionary, was by Professor Nguyen Hinh Hoa and his daughter Patricia Nguyen Thi Huong. It became a classic in the teaching of Vietnamese. This edition, completely revised and updated, is the work of Professor Phan Van Giuong who was a distinguished professor of Vietnamese Studies at Victoria University, Melborne. Professor Phan, who has many years' experience teaching Vietnamese and English, is also the author of many Vietnamese teaching/learning materials and editor for several Vietnamese magazines and newspapers. He was awarded the Order of Australia Medal and the International Educator of the Year award for his outstanding contributions to teaching language and culture. Professor Phan is now retired but continues to teach on a part-time basis.
Tuttle Concise Vietnamese Dictionary is the most up-to-date compact Vietnamese dictionary available today. It is designed for English speakers who are studying the Vietnamese language, traveling to Vietnam or using the language on a daily basis to interact with Vietnamese speakers. It has both Vietnamese to English and English to Vietnamese sections, with enough depth that it may also be used by Vietnamese speakers who are learning or using English. Its depth makes it a great way to learn Vietnamese. Divided into two parts--Vietnamese-English and English-Vietnamese--this concise dictionary has a total of 25,000 entries. The entries given within each section include all everyday words and expressions used in educational, cultural and tourism contexts in Vietnam today. The entries give core information about: Parts of speech of the headwords. Useful meanings, common collocations, idiomatic expressions and sample sentences. Vietnamese loanwords, many from French, list the original source word as well as alternate Vietnamese words with the same meaning. English entries provide additional information such as alternate British or American spellings, singular and plural forms, and irregular verb forms. Contemporary internet, computer and mobile phone terms are included, making this dictionary invaluable everyday use. A guide to Vietnamese pronunciation and spelling, and other grammar pointers and explanations are also included. The Tuttle Concise Vietnamese Dictionary is a compact and comprehensive tool for successful language learning.
It's never a good idea to be overly-relient on technology while traveling! Look up words quickly and easily with this great Vietnamese dictionary. Intended for use by tourists, students, and business people traveling to Vietnam Pocket Vietnamese Dictionary is an essential tool to learn Vietnamese and start communicating effectively. It features all the essential Vietnamese vocabulary appropriate for beginning to intermediate students. It's handy pocket format and user-friendly, two-color layout will make any future trip to Vietnam much easier. All entries are written in a Romanized form as well as Vietnamese script (quoc ngu) so that in the case of difficulties the book can simply be shown to the person the user is trying to communicate with. This dictionary includes the following key features: Over 18,000 words and expressions in the Vietnamese language. Vietnamese-English and English-Vietnamese sections Fully updated with recent vocabulary and commonly used Vietnamese slang. Clear, user-friendly layout with headwords in blue. Romanized and Vietnamese Script (Quoc Ngu) forms for every entry. Other books from this bestselling series you might enjoy include: Pocket Cambodian Dictionary, Pocket Thai Dictionary, Pocket Indonesian Dictionary, and Pocket Malay Dictionary.
Like most societies Vietnam has seen marked changes in family structures and dynamics this century. For Vietnam however these changes have been especially radical. After decades of French acculturation the 1940s brought sweeping economic changes and a move away from collectivism. Perhaps because of Vietnam’s long isolation from the late 1970s into the early 1990s, very little has been written on the Vietnamese family. This text provides an examination of the Vietnamese family focusing on two fundamental relationships – husband-wife and parent-children – within their wider social and historical context. The author explores how and why marital partners are chosen; individual’s domains within the family; reproduction and birth control; son preference; ancestor worship; and the role of the state. As such, the study will be of interest not just to sociologists but also to those scholars looking to understand the current social transformation of Vietnam.
This is a compact and user-friendly Vietnamese dictionary. The Tuttle Compact Vietnamese Dictionary is the most up-to-date and complete Vietnamese dictionary yet published. An essential tool to learn Vietnamese, it is written for English speakers and other non-native users who need to look up Vietnamese terms, and can also be used by Vietnamese speakers who are learning English. This dictionary has 25,000 entries covering all contemporary terms likely to be used in educational or business settings. The layout is user-friendly and attractive. Headwords are displayed in blue--this helps the reader to locate words quickly. Information on parts of speech, idiomatic expressions and sample sentences showing the use of the words in context are given for each entry. English pronunciations are given in the English to Vietnamese language section. A comprehensive pronunciation guide and detailed notes on Japanese grammar are also included. Completely comprehensive and up-to-date with over 25,000 entries. Contains English-Vietnamese and Vietnamese-English Clear, user--friendly layout with idioms, and sample sentences given. The ideal dictionary for students, teachers and business people.
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