Florence 2
Florence 2 is Microsoft's compact vision foundation model, released at 232M and 771M parameters under the MIT licence. A single prompt-driven sequence-to-sequence model handles captioning, object detection, visual grounding, region description, segmentation and OCR, replacing several task-specific models, and its size makes it practical to run locally on a CPU or a small GPU.
- Type
- Multimodal
- Weights
- Open
- Downloads
- 3M
- Likes
- 401
- Pipeline
- image text to text
- License
- mit
Model hub
microsoft/Florence-2-base
- Repo
- microsoft/Florence-2-base
- Library
- transformers
- Access
- Public
Technical tags and languages
Papers
1
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About Microsoft
1
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