Documentation Index
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Omni Recognition
Qwen3-VL delivers powerful omni-recognition capabilities, going far beyond basic object detection. The model can identify animals, plants, people, scenic spots, and a wide variety of objects including cars, merchandise, celebrities, anime characters, and more.Capabilities
With upgraded visual recognition powered by broader, higher-quality pretraining, Qwen3-VL can “recognize everything”:- Wildlife & Nature: Animals, plants, flora and fauna identification
- People: Celebrities, public figures, and person recognition
- Landmarks: Tourist spots, monuments, and scenic locations
- Products: Merchandise, cars, and commercial items
- Pop Culture: Anime characters and entertainment media
- General Objects: Diverse everyday items and specialized objects
Use Cases
- E-commerce product identification and cataloging
- Wildlife and botanical research
- Tourism and location identification
- Brand and logo recognition
- Celebrity and public figure identification
Try It Out
Explore the full capabilities of omni recognition with our interactive cookbook:Omni Recognition Cookbook
Not only identify animals, plants, people, and scenic spots but also recognize various objects such as cars and merchandise.
Key Features
- Broad Recognition Scope: Trained on diverse, high-quality datasets
- Fine-grained Details: Identifies specific breeds, species, and models
- Multi-domain Expertise: Works across nature, commerce, entertainment, and more
- Zero-shot Recognition: Identifies objects without specific fine-tuning
Related Capabilities
- 2D Grounding - Locate and label recognized objects
- OCR - Extract text from recognized objects
- Spatial Understanding - Understand spatial relationships between objects