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WebSight: Converting Screenshots into HTML

·2024.03.15 09:00

Key point

A large-scale synthetic dataset called WebSight and a model called Sightseer, which convert screenshots into HTML code, have been released.

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Details

HuggingFace announced the WebSight dataset for training AI models that convert web design screenshots into functional HTML code.

The WebSight dataset is a large-scale synthetic dataset composed of pairs of screenshots and HTML code.

  • WebSight-v0.2: Expanded from the existing v0.1 (823K examples) to include a total of 2 million examples.
  • Key improvements: It uses real images and adopts Tailwind CSS instead of the existing CSS, improving the quality and practicality of the data.

Alongside this, the Sightseer model, fine-tuned on this dataset, was also introduced. Sightseer is a Vision-Language Model (VLM) that can take a webpage screenshot as input and generate functional HTML code containing images similar to the original.

This release is expected to simplify the process of converting UI designs into code, helping reduce repetitive work time for developers and increase accessibility for non-developers.

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