UI-Venus is a native UI agent designed to perform precise GUI element grounding and effective navigation using only screenshots as input.

RoboBrain 2.5: Advanced version of RoboBrain. Depth in Sight, Time in Mind. 🎉🎉🎉

Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"

🔥🔥🔥[AAAI 2026 Oral] Official Implementation of Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding

[ACL 2025] The code repository for "Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning" in PyTorch.

🦙 echoOLlama: A real-time voice AI platform powered by local LLMs. Features WebSocket streaming, voice interactions, and OpenAI API compatibility. Built with FastAPI, Redis, and PostgreSQL. Perfect for private AI conversations and custom voice assistants.

Toward Universal Multimodal Embedding

Build a simple basic multimodal large model from scratch. 从零搭建一个简单的基础多模态大模型🤖

Official implementation of CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation

A comprehensive survey of Vision–Language Models: Pretrained models, fine-tuning, prompt engineering, adapters, and benchmark datasets

This repository showcases a collection of innovative projects by Charan H U, focusing on cutting-edge technologies such as facial emotion recognition, fitness tracking, and multi-model applications. Each project demonstrates practical implementations of advanced AI/ML techniques, making it a valuable resource for developers and researchers.

Evaluating ‘Graphical Perception’ with Multimodal Large Language Models

Multi-Modal Healthcare Assistant

Using MAIRA-2 multimodal transformer designed for the generation of grounded or non-grounded radiology reports from chest X-rays.

Gemma3 Vision - AI Image Analysis & Chat

Elarova — A smart, multimodal research assistant designed to help students by combining speech, text, and other input modes for efficient academic research and study support. Powered by state-of-the-art speech recognition, text-to-speech, and AI models, including meta-llama/llama-4-scout-17b-16e-instruct, with an easy-to-use Gradio web interface.

ElaMath is a smart, voice-enabled math assistant that helps students solve and understand math problems using both spoken questions and images. It’s powered by the powerful multimodal meta-llama/llama-4-scout-17b-16e-instruct model via Groq API, combined with Whisper for speech recognition and ElevenLabs/gTTS for natural voice responses.

Create a tool that uses a multimodal LLM to describe testing instructions for any digital product's features, based on the screenshots.

LLMChat is an open-source, privacy-first AI chatbot (powering LLMChat.co). It’s a Next.js + TypeScript monorepo that gives you one interface for multiple LLMs (OpenAI, Anthropic, Google, Groq, Ollama, etc.) with Deep Research and Pro Search modes, optional auth and credits and local-first storage (IndexedDB) so chat history stays in the browser.

This repo contains integration of LangChain with Google Gemini LLM