Project Introduction Surya is a document OCR toolkit with the following features: OCR support for over 90 languages, outperforming cloud services in benchmark tests Line-level text detection for any language Layout analysis (detection of tables, images, headings, etc.) Reading order detection It is suitable for a range of documents (see usage and benchmarks for more … Read more
Click the card below to follow “Machine Vision and Deep Learning” Visual/image heavy content delivered first! Background In many enterprise applications, Optical Character Recognition (OCR) is a fundamental technology. In this article, we will delve into Surya-OCR, a recently popular solution. Text detection and extraction are crucial in various business use cases. For example: In … Read more
Previously, I worked with OpenCV, but now the company has a project for OCR, and I’ve implemented it using Halcon. There is a lot of information online about OCR teaching, but it can be overwhelming. Below is the practical implementation based on the materials and the current project. First, we need to create a sample … Read more
Hello everyone! I’m back! Today we are going to talk about a super hot topic – how to build your own chat system using HuggingChat. This tool provides us with a “building blocks” platform, allowing us to easily create chatbots similar to ChatGPT. Alright, let’s begin today’s Python journey! What is HuggingChat? HuggingChat is a … Read more
AutoGPT, which is an automatic chat robot, is an upgraded version of ChatGPT. AutoGPT essentially gives a memory and a body to models based on GPT. With it, you can assign a task to the AI agent, allowing it to autonomously propose a plan and then execute it. Moreover, AutoGPT is a completely open-source tool … Read more
1. Install Python 1. Download the installation package You can download the Windows version installation package from the Python official website at: https://www.python.org/downloads/windows/ 2. After downloading, double-click the installation package to install it. During the installation process, you can choose whether to add Python to the system environment variables. 2. Download AutoGPT Code 1. If … Read more
Automating Task Management with AutoGPT Do you want AI to help you manage tasks? AutoGPT is such a magical tool that can think, plan, and execute tasks on its own, just like having an AI assistant. Today, let’s talk about how to use AutoGPT to achieve fully automated task management, boosting your work efficiency significantly. … Read more
The Microsoft AutoGen open-source framework Magentic-One CLI is designed for high-level planning, guiding other Agents, and tracking task progress. It features a layered architecture with multiple software interfaces to meet different scenario requirements. Using Magentic-One CLI Core Design Philosophy: The process is as follows: The operation of Magentic-One is based on a multi-Agent architecture, where … Read more
MetaGPT is a groundbreaking open-source project that simulates the complete operation process of a software company through a multi-agent system. The project has not only gained recognition in academia (ICLR 2024 oral presentation, top 1.2%) but also demonstrates strong practical application value. By organizing large language models (LLM) into different professional roles, MetaGPT can transform … Read more
In today’s rapidly changing technological world, artificial intelligence has become an important component in many industries. To help developers and businesses utilize this technology more efficiently, the Phidata framework has emerged. Phidata is an open-source framework dedicated to building multi-modal agents, solving real-world problems through the intelligence and tools of this platform. Whether it’s handling … Read more