Popular GitHub Repositories for Florence

This repository offers a comprehensive collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.

MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.

Tag manager and captioner for image datasets

Vision AI Solution Accelerator

A Rust library integrated with ONNXRuntime, providing a collection of Computer Vison and Vision-Language models.

VLM driven tool that processes surveillance videos, extracts frames, and generates insightful annotations using a fine-tuned Florence-2 Vision-Language Model. Includes a Gradio-based interface for querying and analyzing video footage.

Florence-2 is a novel vision foundation model with a unified, prompt-based representation for a variety of computer vision and vision-language tasks.

vision language models finetuning notebooks & use cases (paligemma - florence .....)

Local LLM Discord Bot

Run SOTA Vision-Language Model Florence-2 on your data!

Simple Gradio application integrated with Hugging Face Multimodals to support visual question answering chatbot and more features

Unofficial repository for building Florence-2 in Microsoft Azure

ONNX deploys for Florence 2 visual multimodal

This application utilizes the powerful Florence-2 vision-language model from Microsoft to generate comprehensive captions for images. The model is capable of understanding visual content and expressing it in natural language.

TextSnap: Demo for Florence 2 model used in OCR tasks to extract and visualize text from images.

这个应用利用微软强大的Florence-2视觉语言模型为图片生成全面、详实的描述文字。该模型能够理解图像内容并用自然语言表达出来。

Image Vector Similarity Search with Azure AI Vision (Florence model) and Azure Cosmos DB for PostgreSQL

Florence-2 for object detection in Python

lightweight AI/ML project that generates detailed captions for uploaded images using the Florence-2 Transformer model. It integrates an interactive Gradio UI, enabling real-time image-to-text generation powered by optimized deep learning workflows.

一个使用Florence-2模型处理图像的多处理器集群服务器