Smart Manufacturing: Do You Remember Expert Systems?

Smart Manufacturing: Do You Remember Expert Systems?

In 1991, Professor Yu Ruizhao, then the head of the Academic Affairs Office at Zhejiang University, personally taught us a course titled “Artificial Intelligence and Expert Systems.” More than 20 years later, when artificial intelligence has once again become a hot topic in society, few people mention “expert systems.” In recent years, I have spent … Read more

Computer Vision: Bringing Sci-Fi to Reality

Computer Vision: Bringing Sci-Fi to Reality

The original author is Zhu Long, CEO of Yitu Technology, published in: “ICT New Vision | Safe City Special Edition” With the tremendous advancements in Artificial Intelligence in fields like voice recognition, computer vision, natural language understanding, and healthcare, and surpassing human capabilities in areas such as speech and facial recognition, scenes that once seemed … Read more

What Is Computer Vision and Machine Vision?

What Is Computer Vision and Machine Vision?

Every day, we open our eyes to see this colorful world, the vibrant flowers, the blue sky, and the familiar smiles of our loved ones. For every healthy person, this is a beautiful privilege granted at birth; we can perceive this world through our eyes. However, do you know how precious vision is for robots? … Read more

New Architecture Introduced for Spiking Neural Networks

New Architecture Introduced for Spiking Neural Networks

Neuromorphic computing is a brain-like computing paradigm, generally referring to running Spiking Neural Networks (SNN) on neuromorphic chips. Essentially, neuromorphic computing is a design paradigm driven by algorithms. With its low-power advantages, neuromorphic computing is also considered a “potential substitute” for traditional AI. Understanding neuromorphic computing should be approached from a system level, rather than … Read more

Neural Network Quantum States and Their Applications

Neural Network Quantum States and Their Applications

|Author: Jiang Wenjie1 Deng Dongling1,2,† (1 Tsinghua University Institute for Interdisciplinary Information Sciences) (2 Shanghai Qi-Zhi Institute) This article is selected from “Physics” 2021 Issue 2 Abstract Neural network quantum states are quantum states represented by artificial neural networks. Thanks to the breakthroughs in machine learning, especially deep learning in recent years, the study of … Read more

Fundamentals Of Image Recognition Theory

Fundamentals Of Image Recognition Theory

The video is based on the paper: Application of Artificial Intelligence in Automatic Homework Grading Systems, <— Click to read the original text var __INLINE_SCRIPT__ = (function () { 'use strict'; function _arrayLikeToArray$2(arr, len) { if (len == null || len > arr.length) len = arr.length; for (var i = 0, arr2 = new Array(len); … Read more

Image Verification Codes and Large-Scale Image Recognition Technology

Image Verification Codes and Large-Scale Image Recognition Technology

To distinguish between humans and computers, many services on the Internet use CAPTCHA technology, such as email applications, bank system logins, and transaction confirmations in e-commerce systems. Although character recognition remains the most commonly used method for CAPTCHAs, image semantic recognition-based CAPTCHAs have gradually appeared in some important Internet applications and have sparked heated discussions. … Read more

What Is Image Recognition?

What Is Image Recognition?

Image recognition is a subfield of artificial intelligence and a fascinating, rapidly developing technology that has significant impacts on many industries and various aspects of daily life. From facial recognition software to autonomous vehicles, image recognition plays a crucial role in many technologies we interact with daily. Essentially, image recognition is the process by which … Read more

Magentic-One: A Multi-Agent System for Complex Tasks

Magentic-One: A Multi-Agent System for Complex Tasks

Paper Address: https://arxiv.org/html/2411.04468v1 GitHub Address: https://github.com/microsoft/autogen/tree/main/python/packages/autogen-magentic-one Abstract Magentic-One is an innovative open-source multi-agent system that solves complex tasks by simulating human planning and execution capabilities. The core of the system is an agent named Orchestrator, which is responsible for formulating and adjusting task execution plans, monitoring progress, and guiding other agents. Magentic-One has demonstrated competitive … Read more