Must-see books for introductory computer vision
Many friends around asked me, if I want to start learning computer vision, what good book do I recommend? Today I will introduce to you a book that is very suitable for beginners to learn.
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deep learning and image recognition: Principles and Practice
Author: Wei River including, Tu Ming, Zhang Xiupeng
Jingdong
"deep learning and image recognition: Principles and Practice" This book is composed of three big brothers Ali Baba written explanation from the image recognition technology principles, algorithms and systems engineering practices three dimensions, rich and comprehensive content, illustrations, book The use of color printing allows readers to learn without being boring.
About the boss:
Wei Xihan, a master of artificial intelligence from the University of Edinburgh, an algorithm expert at Alibaba Dharma Academy, has more than 8 years of algorithm architecture and research and development experience in the field of computer vision and big data.
Ming Tu is a senior data architect at Alibaba. He has in-depth research on big data, natural language processing, image recognition, Python, and Java related technologies.
Zhang Xiupeng, graduated from Central South University, Alibaba technology development expert, has long been engaged in the commercial application of cloud computing, big data, artificial intelligence and Internet of Things technology.
The book has 13 pieces in total, and the content is brief:
- 9 application scenarios of image recognition
- Image recognition tools and environment construction
- The technical basis of image recognition, such as image classification algorithm, machine learning basis, neural network basis, error back propagation, etc.
- How to implement neural network classification with Pytorch
- The core technology of image recognition, such as convolutional neural network, target detection, segmentation, production model, neural network visualization, etc.
6. Deployment mode of image recognition algorithm
Part of the chapter pictures
This book is aimed at readers, IT-related majors, information science and computer science technology, artificial intelligence-related majors.
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