showlab/Image2Paragraph
An AI pipeline combining vision models and LLMs to convert images into unique descriptive paragraphs.
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The project transforms images into paragraphs by chaining together multiple AI models including BLIP2 for image captioning, Segment Anything for semantic segmentation, ControlNet for spatial understanding, GRIT for image parsing, and GPT-4 via ChatGPT API for text generation. It runs on GPU with under 8GB memory and completes in under 20 seconds per image.
Frequently asked
- What is showlab/Image2Paragraph?
- An AI pipeline combining vision models and LLMs to convert images into unique descriptive paragraphs.
- Is Image2Paragraph open source?
- Yes — showlab/Image2Paragraph is open source, released under the Apache-2.0 license.
- What language is Image2Paragraph written in?
- showlab/Image2Paragraph is primarily written in Python.
- How popular is Image2Paragraph?
- showlab/Image2Paragraph has 822 stars on GitHub.
- Where can I find Image2Paragraph?
- showlab/Image2Paragraph is on GitHub at https://github.com/showlab/Image2Paragraph.