Deep Learning

Essential Readings in Computer Vision: Tracking, Compression, Classification, and Recognition

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Essential Readings in Computer Vision: Tracking, Compression, Classification, and Recognition

New Intelligence Column Author: Zhang Hao (Nanjing University) This article is sourced from: New Intelligence 【Introduction】Deep learning has become one of the fastest growing and most exciting fields in machine learning. This article introduces key concepts in computer vision, highlighting the applications of deep learning in tasks such as network compression, fine-grained image classification, image … Read more

Five Major Developments and Application Trends in Computer Vision Technology

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Five Major Developments and Application Trends in Computer Vision Technology

Computer vision technology encompasses many algorithms that can understand images (including pictures and videos). They are the foundation of many innovative key technologies—from autonomous vehicles to intelligent industrial machinery, even software on mobile phones—and are the basis for the machines we are striving to build that can understand and learn from the surrounding world like … Read more

Introduction to Computer Vision: Basics of Deep Learning

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Introduction to Computer Vision: Basics of Deep Learning

Click on the above “Beginner Learning Vision”, select “Star” or “Top” Important content delivered first time 1. Introduction With the rapid development of artificial intelligence, especially deep learning, computer vision has become a particularly popular research direction in recent years. Here, we will launch a brand new series 【Computer Vision Insights】 to share some of … Read more

Development Report on Pattern Recognition: Key Advances in Computer Vision

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Development Report on Pattern Recognition: Key Advances in Computer Vision

CASIA Unlock More Intelligence Beauty Introduction Computer vision is a discipline that studies how to use computers to simulate the functions of human or biological visual systems. Its purpose is to enable computers to perceive and understand the surrounding world based on images, specifically to recognize, measure, and understand information such as scenes, objects, and … Read more

In-Depth Research Report on Computer Vision and Intelligent Imaging Industry

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In-Depth Research Report on Computer Vision and Intelligent Imaging Industry

Click on the above “Beginner’s Guide to Vision”, select to add Star or Top Important content delivered to you first. (Friendly reminder: Download method at the end of the article) 1. Computer Vision Leads the AI Industry with Vast Application Scenarios 1.1 What is Computer Vision? AI Technology that Enables Machines to “Understand” Images Computer … Read more

Introduction to Computer Vision: History, Current Status, and Development Trends

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Introduction to Computer Vision: History, Current Status, and Development Trends

This article, written by Professor Hu Zhanyi from the Institute of Automation, Chinese Academy of Sciences, provides a brief summary of the development of computer vision over the past 40 years, including: Marr’s computational theory of vision, active and purpose-driven vision, multi-view geometry and camera self-calibration, and learning-based vision. Based on this foundation, some prospects … Read more

Beginner’s Guide to Computer Vision

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Beginner's Guide to Computer Vision

Click on the above “Beginner’s Guide to Vision” to select and add a Star or “Pin” Important content delivered at the first time Exploring Through the Eyes of Machines If we want machines to learn to think, we need to teach them how to see their surroundings with vision. – Fei-Fei Li, Director of the … Read more

Four Fundamental Tasks of Computer Vision

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Four Fundamental Tasks of Computer Vision

Click on the above “Beginner’s Guide to Vision“, choose to add “Star” or “Top“ Important content delivered at the first time Reprinted from: Author | Zhang Hao Source | Zhihu(https://zhuanlan.zhihu.com/p/31727402) Introduction:Deep learning has become one of the fastest-growing and most exciting fields of machine learning. Many significant papers have been published, and there are many … Read more

Can Computers See? Understanding Computer Vision

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Can Computers See? Understanding Computer Vision

1. The Birth of Vision Life on Earth experienced little change for billions of years after its emergence. They lay “flat” on the ocean floor, unable to move independently or hunt for food. It wasn’t until about 500 million years ago that evolution suddenly exploded, and in just a few tens of millions of years, … Read more

Commercial Applications of Computer Vision

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Commercial Applications of Computer Vision

Click the “Beginner Learning Vision” above, and select to add “Star” or “Pin“ Important information delivered to you first 01. Introduction to Computer Vision What is computer vision? Why is it worth our time to understand? How does it work? What applications have commercial value? Let’s explore this topic together today. What is Computer Vision? … Read more