What are the key features of Qwen2-VL?
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Answers ( 2 )
The key features of Qwen2-VL include:
- **Image Understanding**: Supports various resolutions and proportions using Naive Dynamic Resolution and Multimodal Rotary Position Embedding (M-ROPE) techniques.
- **Video Understanding**: Capable of understanding videos longer than 20 minutes, suitable for high-quality video Q&A, dialogue, and content creation.
- **Agent Functionality**: Can be integrated into devices like smartphones and robots, supporting complex reasoning and decision-making.
- **Multilingual Support**: Supports English, Chinese, European languages, Japanese, Korean, Arabic, and Vietnamese, catering to a global user base.
The main functions of Qwen2-VL include:
- **Image and Video Understanding**: Processes single images, multiple images, and long videos, supporting dynamic resolution inputs.
- **Document Parsing**: Excels in handling complex PDF layouts, extracting content such as tables and headings, and supporting multi-scene, multilingual documents.
- **Object Localization**: Provides precise object detection, pointing, and counting, with support for absolute coordinates and JSON format output.