Principal Component Analysis (PCA) is a “frequent visitor” in the field of data analysis, much like Zhuge Liang from the Three Kingdoms period, who always skillfully arranges troops on the “battlefield” of data, simplifying complexity. Its core idea is to project the original data onto a new coordinate system through linear transformation, maximizing the variance … Read more
Python has a wide and powerful application in the field of image recognition. With some excellent libraries, even beginners can easily get started. Today, let’s discuss how to implement image recognition using Python, guiding you step by step into this magical world. 1. Essential Tool: OpenCV OpenCV (Open Source Computer Vision Library) is an open-source … Read more
Compiled by Li Lin, Produced by QbitAI | WeChat Official Account QbitAI From the various image recognition software we have seen, machines seem to recognize faces, cats, dogs, flowers, various cars, and other objects that appear in daily life. However, there is a prerequisite: you need to train the system with images of these categories. … Read more
Hello everyone, I am Hao Ge! Today I want to share a very interesting topic with you — image recognition. With the development of artificial intelligence, image recognition technology has penetrated into all aspects of our lives. Whether it’s facial recognition for unlocking phones or object recognition in autonomous driving, this technology is indispensable. As … Read more
Introduction to OpenCV OpenCV (Open Source Computer Vision Library) is an open-source computer vision and machine learning software library. It contains hundreds of computer vision algorithms and is widely used in areas such as image processing, video analysis, object detection, and face recognition. OpenCV supports multiple programming languages, including C++, Python, and Java, and can … Read more
A Multi-Agent System for Complex Tasks About a week ago, Microsoft released a new intelligent system called Magentic-One, aimed at “solving complex tasks,” which seems to have gone unnoticed. With the recent discussions surrounding the capabilities of Anthropic’s computing, Microsoft appears to want to re-establish its credentials in this area. In this article, we will … Read more
Source: Programmer Yupi Author: Yupi Following the recent popularity of ChatGPT, another explosive open-source project <span>Auto-GPT</span> has emerged. In just the last 10 days, this project has gained over 80,000 stars, with a total star count exceeding 100,000! So what exactly is Auto-GPT? Why is it so popular? How can it be used and deployed? … Read more
One important capability of LLMs (Large Language Models) is their ability to generate code based on user requirements. This greatly improves engineers’ efficiency. LLMs also possess strong task understanding and decomposition abilities. Given a topic, they can summarize the key points and provide satisfactory analytical responses for each node. However, LLMs currently have many limitations, … Read more
Introduction In my work, I need to use AI Agents, so I need to delve deeper into AI Agents. Reading various articles alone often feels insufficient for understanding the details. Therefore, I started looking at various open-source projects related to AI Agents. This is the first article where I will study the source code of … Read more
Overview of Articles in Official Account If you have any questions, feel free to add WeChat: jasper_8017. Looking forward to discussing and progressing together with like-minded friends! Follow👇 the official account to learn AI technology together! Series Articles [The Future of AI – AI Agent Series][MetaGPT] 0. Your First MetaGPT Program: Write a Mini Game … Read more