Lightweight Multi-Task Vision Model, One-Click Installer for Windows and Mac

Florence2: Lightweight Multi-Task Vision Model, One-Click Installer for Windows and Mac

Image Inpainting, Semantic Segmentation, Text Recognition, All-in-One Florence2 Model

Microsoft has just released a super powerful visual recognition model—Florence2. This model not only performs image text recognition but also object detection and semantic segmentation, making it an all-rounder. Even more impressive, Florence2 is highly efficient, with extremely fast recognition speeds and a small footprint. Compared to large models like Flamingo, Florence2 excels in full-frame segmentation and complex semantic recognition, completing tasks in just 3 seconds. It also offers fine-tuned versions optimized for different tasks, with multiple built-in modes to cater to various needs.

Highlights

  • 📈 Powerful Features: Integrates image text recognition, object detection, and semantic segmentation.
  • 💪 High Efficiency: Faster execution speed and smaller footprint compared to large models.
  • 🎯 Fine-Tuned Optimization: Provides fine-tuned versions for better performance on specific tasks.
  • 🌐 Multiple Modes: Built-in modes for different tasks, no additional plugins required.
  • 🕵️‍♂️ OCR Recognition: Accurate recognition of text in images.

Quick Start Guide

The above AI tool has been packaged into a one-click installer. Just click and use, no more worries about configuration issues.

System Requirements

  • Windows 10/11 64-bit operating system, NVIDIA graphics card with 8GB VRAM or more, CUDA >= 12.1
  • Or a Mac device with M1/2/3 series chips

Download link: https://www.patreon.com/posts/florence2-multi-107589484

Windows Usage Instructions

  1. Extract the Files:
    After extraction, avoid Chinese characters in the path. Double-click the “run.exe” file to run.

Mac Usage Instructions

  1. Download the DMG image file from the above link and drag the app file into the Applications folder.

  1. After copying the installation, do not open it from the Launchpad for the first time. Instead, right-click to open it from the Applications folder.

Access via Browser

Open your browser and visit http://127.0.0.1:7860/, and you can use MimicBrush in your browser.