IDEA-Research/ChatRex

Code for ChatRex: Taming Multimodal LLM for Joint Perception and Understanding

37
/ 100
Emerging

This project helps anyone needing to deeply understand and interact with visual content by combining image analysis with natural language. You input images and text questions or commands, and it outputs detailed descriptions, object detections, and grounded conversations, highlighting specific regions in the image relevant to the response. It's for analysts, content creators, or researchers who need to go beyond simple image recognition to understand objects, relationships, and context within images.

211 stars. No commits in the last 6 months.

Use this if you need to ask detailed questions about specific elements or regions within an image and get precise, visually-referenced answers.

Not ideal if you only need basic image classification or simple text generation without direct visual grounding and object-level interaction.

visual-content-analysis image-understanding object-detection grounded-conversations multimodal-analysis
Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 9 / 25

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Stars

211

Forks

9

Language

Python

License

Last pushed

Oct 15, 2025

Commits (30d)

0

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