DINO-X

关于

DINO-X is an MCP server that augments large language models with advanced visual perception capabilities. It addresses the common limitation of multimodal models by providing precise localization and high-quality structured outputs for visual content. This enables fine-grained image understanding, targeted object detection based on natural language prompts, accurate object counting, attribute reasoning, and even human pose estimation, facilitating the creation of natural language-driven visual agents for diverse real-world automation and analytical scenarios.

主要功能

• Provides APIs for detecting all recognizable objects, specific objects by text prompt, and human pose keypoints.
• 3 GitHub stars
• Accurately obtains object count, position, and attributes from images.
• Enables fine-grained image understanding, including full-scene recognition and targeted detection.
• Integrates seamlessly with MCP Clients and other MCP Servers for multi-step visual workflows.
• Supports building natural language-driven visual agents for real-world automation.

使用案例

• Performing detailed object detection and localization for specific elements within images.
• Accurately counting instances of objects like cardboard boxes in a warehouse or cars by color.
• Analyzing visual content for attributes and reasoning, such as identifying the tallest person or detecting specific features like fire areas in a forest.