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Unlocking the conversion of Web Screenshots into HTML Code with the WebSight Dataset
March 15, 2024, 4:46 a.m. | Hugo Lauren\c{c}on, L\'eo Tronchon, Victor Sanh
cs.CV updates on arXiv.org arxiv.org
Abstract: Using vision-language models (VLMs) in web development presents a promising strategy to increase efficiency and unblock no-code solutions: by providing a screenshot or a sketch of a UI, a VLM could generate the code to reproduce it, for instance in a language like HTML. Despite the advancements in VLMs for various tasks, the specific challenge of converting a screenshot into a corresponding HTML has been minimally explored. We posit that this is mainly due to …
abstract arxiv code conversion cs.ai cs.cv cs.hc dataset development efficiency generate html instance language language models no-code solutions strategy type vision vision-language models vlm vlms web web development
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