OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX backend, 400+ tok/s. Works with Claude Code.

[CVPR 2024 Highlight🔥] Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding

UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation

🎩 An Alfred 5 Workflow for using OpenAI Chat API to interact with GPT models 🤖💬 It also allows image generation/editing/understanding 🖼️, speech-to-text conversion 🎤, and text-to-speech synthesis 🔈

A Unified Framework for Image-to-Graph Generation. Paper accepted @ ECCV22.

[CVPR'26 Demo] Mobile-O: Unified Multimodal Understanding and Generation on Mobile Device

Code release for Ming-UniVision: Joint Image Understanding and Geneation with a Continuous Unified Tokenizer

UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture

WACV 2024 Papers: Discover cutting-edge research from WACV 2024, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!

This is the implement of the paper "DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding"

🍑 relsim: Relational Visual Similarity | pip install relsim 🌍 (CVPR 2026)

Official implementation of "UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis" - A unified medical vision-language model that integrates multimodal understanding and generation capabilities.

Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models

Multi-Model Visual Understanding MCP Server, GLM-4.6V, DeepSeek-OCR (free), and Qwen3-VL-Flash. Provide visual processing capabilities for AI coding models that do not support image understanding.多模型视觉理解MCP服务器，GLM-4.6V、DeepSeek-OCR（免费）和Qwen3-VL-Flash等。为不支持图片理解的 AI 编码模型提供视觉处理能力。

A deep learning project to tell a story with an image or a video.

Collection of open datasets in computer vision.

This GitHub repository shows how to integrate openai GPT-3 language model and ChatGPT API into a Unity project. It can be a useful way to add natural language processing capabilities to your application.

A large-scale curated dataset of Visual.ly infographics with metadata and additional crowdsourced annotations for research applications in computer vision and natural language processing.

📘 [Teaching] Class CVIU78101: Introduction to Computer Vision for Image Understanding Course

HumanVLM (LLaVA-based): Foundation for Human-Scene Vision-Language Model （Journal of Information Fusion 2025）