LayouSyn is a text-to-layout pipeline using a lightweight open-source LLM for object extraction and an aspect-aware diffusion Transformer for bounding-box generation, reporting SOTA on NSR-1K and COCO-GR layout metrics.
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Lay-Your-Scene: Natural Scene Layout Generation with Diffusion Transformers
LayouSyn is a text-to-layout pipeline using a lightweight open-source LLM for object extraction and an aspect-aware diffusion Transformer for bounding-box generation, reporting SOTA on NSR-1K and COCO-GR layout metrics.