VideoRefer Suite
VideoRefer Suite is an open-source video model developed by Alibaba (Apache 2 license) that enhances large-language-models with spatial-temporal object understanding. It enables fine-grained tracking and reasoning about specific objects throughout video content.
Key Features
- Spatial-temporal object understanding: Tracks and reasons about specific objects across video frames
- Local deployment: Can be run entirely on local hardware (demonstrated in Fahd Mirza’s guide)
- Apache 2 license: Fully open-source and commercially usable
- LLM integration: Extends video-capable LLMs with precise object reference capabilities
Related Concepts
- Video LLM
- object-tracking
- Local Model Deployment
2026 04 14 Fahd Mirza Videorefer model running locally
- 2026-05-06 2026-05-06-OpenAI-Codex-Remotion-AI-Powered-Motion-Graphics-Video-P ← Openai Codex Remotion Ai Powered Motion Graphics Video P
- 2026-04-10 2026-04-10-Agentic-Visual-Reasoning-Enhancing-VLMs-for-Precise-Object-Counting-an ← Agentic Visual Reasoning Enhancing Vlms For Precise Object Counting An
- 2026-04-08 2026-04-08-Agentic-Visual-Reasoning-Enhancing-VLMs-for-Precise-Object-Counting-an ← Agentic Visual Reasoning Enhancing Vlms For Precise Object Counting An