Computer Vision

Comprehensive Overview of CNN Architecture Development

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Comprehensive Overview of CNN Architecture Development

Click aboveComputer Vision Alliance to get more valuable content For academic sharing only, does not represent the position of this public account, contact for removal in case of infringement Reproduced from: Author丨zzq Source丨https://zhuanlan.zhihu.com/p/68411179 Editor丨Jishi Platform Recommended notes from 985 AI PhD Zhou Zhihua’s “Machine Learning” handwritten notes are officially open-source! Includes PDF download link, Github … Read more

Essential Plug-and-Play Plugins for CNN Design

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Essential Plug-and-Play Plugins for CNN Design

Introduction “Plugins” are enhancements that can be easily integrated into existing systems, truly embodying the plug-and-play concept. The “plugins” discussed in this article can enhance the CNN’s ability to handle transformations like translation, rotation, and scale, as well as multi-scale feature extraction, and can be found in many SOTA networks. Pytorch training camp, master coding … Read more

11 Ingenious Plug-ins For CNN Network Design

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11 Ingenious Plug-ins For CNN Network Design

↑ ClickBlue Text Follow the Extreme City Platform Author丨Peter Pan Editor丨Extreme City Platform Extreme City Guide So-called “plug-ins” should enhance the performance while being easy to integrate, truly achieving plug-and-play functionality. The “plug-ins” discussed in this article can enhance the CNN’s capabilities in translation, rotation, scaling, and multi-scale feature extraction, making their presence felt in … Read more

Development of CNN Network Structures: A Comprehensive Overview

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Development of CNN Network Structures: A Comprehensive Overview

Join the professional CV group of Jishi, interact with 6000+ visual developers from top companies and universities such as Tencent, Huawei, Baidu, Peking University, Tsinghua University, and the Chinese Academy of Sciences! There is also an opportunity to interact with Professor Kai-Fu Lee and other experts! We also provide monthly expert live sharing, real project … Read more

MIT Research Unveils Insights into Neural Network Processes

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MIT Research Unveils Insights into Neural Network Processes

Translated by AI Source: news.mit.edu Translator: Wen Qiang [Introduction by AI]MIT’s new research takes a significant step toward unraveling the black box of deep neural networks: at this year’s CVPR, researchers submitted a new study that fully automates the analysis of ResNet, VGG-16, GoogLeNet, and AlexNet performing over 20 tasks. Their proposed Network Dissection can … Read more

Understanding the Nine Layers of Attention Mechanism

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Understanding the Nine Layers of Attention Mechanism

This article is written by: Electric Light Phantom Alchemist Graduate topic Top 1, Shanghai Jiao Tong University Computer Science first place, first prize in high school physics competition, meme master, national award in computer science from Shanghai Jiao Tong University, currently a PhD student at CUHK https://zhuanlan.zhihu.com/p/362366192 Attention has become a hot topic in the … Read more

Nine Layers of Understanding Attention Mechanism

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Nine Layers of Understanding Attention Mechanism

↑ ClickBlue Text Follow the Extreme City Platform Author丨Electric Light Phantom Alchemy@Zhihu (Authorized) Source丨https://zhuanlan.zhihu.com/p/362366192 Editor丨Extreme City Platform Extreme City Guide Attention has become popular in the entire AI field, whether in machine vision or natural language processing, it is inseparable from Attention, transformer, or BERT. The author of this article follows the EM nine-layer tower … Read more

Next-Generation Attention Mechanism: Lightning Attention-2

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Next-Generation Attention Mechanism: Lightning Attention-2

Click the card below to follow Computer Vision Daily. AI/CV heavy content delivered promptly. Click to enter—>【CV Technology】 WeChat group Scan to join the CVer Academic Circle, to gain access to the latest top conference/journal paper ideas and materials from beginner to advanced in CV, as well as cutting-edge projects and applications! Highly recommended for … Read more

Understanding the CBAM Module in Computer Vision

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Understanding the CBAM Module in Computer Vision

↑ ClickBlue Text Follow the Jishi Platform Author丨pprp Source丨GiantPandaCV Editor丨Jishi Platform Jishi Guide The CBAM module has gained a lot of applications due to its widespread use and ease of integration. Currently, the Attention mechanism in the CV field is also very popular in papers published in 2019. Although this CBAM was proposed in 2018, … Read more

A New Era in Image Recognition: How PyTorch Simplifies Development

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A New Era in Image Recognition: How PyTorch Simplifies Development

A New Era in Image Recognition: How PyTorch Simplifies Development? With the rapid development of deep learning, image recognition has become one of the most important applications in the field of computer vision. From facial recognition to medical image diagnosis, image recognition technology has permeated every aspect of our lives. PyTorch, with its dynamic computation … Read more