Deep Learning

The Key to Human-AI Collaboration: Combining Different AI Algorithms

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The Key to Human-AI Collaboration: Combining Different AI Algorithms

The collaborative relationship between humans and artificial intelligence (AI) has been increasingly gaining attention, especially in complex tasks and dynamic environments. The rapid development of AI technology has led to its continuous expansion in various fields. The unique advantages of humans in decision-making, creativity, and emotional understanding, combined with AI’s powerful capabilities in data processing … Read more

Key Technological Advances in AI and Its Wide Applications

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Key Technological Advances in AI and Its Wide Applications

When discussing the key technological advances and wide applications of artificial intelligence (AI) in this cutting-edge field, we must delve into the scientific principles, technological innovations, and how these technologies profoundly change our lives and production methods. AI, as one of the most disruptive technologies of the 21st century, is developing at an unprecedented speed, … Read more

Current Development Status of Cutting-Edge Artificial Intelligence: Algorithms and Models

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Current Development Status of Cutting-Edge Artificial Intelligence: Algorithms and Models

The three fundamental elements of artificial intelligence are data, computing power, and algorithms, which are interdependent and mutually supportive, driving the rapid development of artificial intelligence. This article will outline the current development status of cutting-edge artificial intelligence from the perspective of algorithms and models. ｜Status of Algorithm and Model Development As one of the … Read more

Exploring Two Paths of Artificial Intelligence

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In April 2024, Academician Zhang Bo of the Chinese Academy of Sciences, Professor of Computer Science at Tsinghua University, and Honorary Dean of the Tsinghua University Artificial Intelligence Research Institute gave a lecture titled “Entering the ‘No-Man’s Land’: Exploring the Path of Artificial Intelligence” at Tsinghua University’s “Humanities Tsinghua Forum”. Academician Zhang elaborated on the … Read more

What Are Artificial Intelligence, Machine Learning, and Deep Learning? What’s the Difference?

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What Are Artificial Intelligence, Machine Learning, and Deep Learning? What's the Difference?

When discussing the concepts of artificial intelligence (AI), machine learning (ML), and deep learning (DL), we first need to clarify their definitions and their relationships with each other. Artificial intelligence, as a broad field, aims to simulate and implement human intelligence through computer programs or machines, encompassing various capabilities such as perception, understanding, judgment, reasoning, … Read more

Artificial Intelligence Is Not the Same as Intelligence

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Artificial Intelligence is not the same as intelligence. Although there is some overlap between the two, they are quite different. Artificial intelligence is primarily used as a tool to help humans solve specific problems, while intelligence is not only the ability to solve problems but more importantly, the ability to discover problems (of course, in … Read more

Analysis of Cutting-Edge AI Technologies and High-Quality Development

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Analysis of Cutting-Edge AI Technologies and High-Quality Development

Gao Wen, Academician of the Chinese Academy of Engineering, Director of Pengcheng Laboratory 1. Global Artificial Intelligence Development History and Trends—— A Trend of the Times Artificial Intelligence (AI) refers to the ability of machines to achieve perception, cognition, and action comparable to or surpassing that of humans. Based on the different levels of intelligence … Read more

Artificial Intelligence, Machine Learning, and Genomics

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Artificial Intelligence, Machine Learning, and Genomics

1 What Is Artificial Intelligence Artificial Intelligence (AI) has many definitions. One definition of AI is: “Artificial intelligence is a science and a set of computational techniques inspired by how humans use their nervous systems and bodily perceptions to learn, reason, and take action, but is often fundamentally different from these techniques. AI can be … Read more

Deep Learning Techniques for Building an Image Search Engine that Finds Similar Images

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Deep Learning Techniques for Building an Image Search Engine that Finds Similar Images

Source: DeepHub IMBA This article is approximately 3400 words and is recommended for a 7-minute read. This article introduces the theoretical basis for finding similar images and uses a system for trademark search as an example to introduce the relevant technical implementation. This article will introduce the theoretical basis for finding similar images and uses … Read more

Introduction to Object Detection in Image Processing

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Introduction to Object Detection in Image Processing

Click on the above“Beginner Learning Vision” to select “Add to Favorites” or “Pin” Heavyweight content delivered first hand 1 Background Introduction Object detection, or object detection, is to accurately find the location of objects in a given image and label the categories of those objects. The object detection problem has two main issues: where the … Read more