Click the above “Beginner Learning Vision“, select to add “Star” or “Top“ Essential knowledge delivered promptly 1. IntroductionDeep Convolutional Neural Networks have greatly changed the research landscape of image classification [1]. As more layers are added, the model’s expressive power increases; it can learn more complex representations. To some extent, there seems to be a … Read more
Click on the above“Beginner’s Guide to Vision” to select “Star” or “Pin” Heavyweight content delivered in real-time This is an introductory guide to computer vision, detailing concepts, principles, and use cases. The fantasy of machines simulating the human visual system is outdated. Since the first academic papers emerged in the 1960s, computer vision has come … Read more
Source: DeepHub IMBA This article has 2000 words, recommended reading time is 10 minutes. This article will include clear video explanations and code, and a full reference for each paper is listed at the end. The top 10 computer vision papers of 2021, including video demonstrations, articles, code, and paper references.The global economy has fallen … Read more
Artificial Intelligence Industry News The “2021 China Computer Vision Talent Research Report” is produced by Jishiang Technology and Jishi Platform, and is divided into five chapters. The first chapter presents the basic profile of computer vision talent in China; the second chapter covers the supply and demand situation of computer vision talent in the market; … Read more
Click the above“Beginner’s Guide to Vision”, select “Add to Favorites” or “Pin” Important content delivered promptly In this article, researchers from the Department of Mechanical Engineering at the University of California, Riverside, demonstrate the feasibility of a hybrid computer vision system through the application of optical vortices. This research provides new insights into the role … Read more
Deep learning is the latest trend in machine learning, but what exactly is deep learning, and how can we further our studies? To address these questions, this article lists 8 free deep learning books. Deep Learning (Deep Learning) by Ian Goodfellow, Yoshua Bengio, and Aaron Courville Also known as the “Flower Book,” this textbook on … Read more
Click on the above “Beginner’s Visual Learning” to add “Star” or “Pin“ Heavyweight content delivered promptly. 1 Motivation and Background Every day, millions of people use public transport such as subways and civil aviation, making the safety inspection of luggage vital to protect public places from terrorism and other threats, playing an important role in … Read more
Programmers transitioning to AI are paying attention to this account👇👇👇 Unet++ Network Dense Connection Unet++ inherits the structure of Unet while also drawing on the dense connection method of DenseNet (various branches in Figure 1). The author connects the layers through dense connections, just like DenseNet, where each module interacts with each other, allowing every … Read more
For academic sharing only, does not represent the stance of this public account. Contact for removal if infringing.Reprinted from:Author丨Yukyin@ZhihuSource丨https://zhuanlan.zhihu.com/p/279401802Editor丨Extreme City Platform I recently got a 3090 and found that the various environment configurations written online are quite chaotic and slow. So I tested the fastest 3090 configuration environment myself, feel free to add more! Basic … Read more
PyTorch is one of the mainstream deep learning frameworks today, designed for minimal encapsulation and intuitive design, making PyTorch code easier to understand and very friendly for beginners. This article mainly introduces the reinforcement learning section in the field of deep learning. 1 What is Reinforcement Learning Reinforcement learning is an important branch of machine … Read more