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
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
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