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indoor layout estimation

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DataFunTalk
DataFunTalk
Sep 28, 2023 · Artificial Intelligence

Panoramic Image Indoor Layout Estimation Using Vision Transformer (PanoViT)

This article introduces the PanoViT method for indoor layout estimation from panoramic images, covering research background, the transformer‑based architecture with backbone, vision transformer encoder, boundary‑enhancement and 3D loss modules, experimental results, and step‑by‑step usage in ModelScope.

3D reconstructioncomputer visiondeep learning
0 likes · 7 min read
Panoramic Image Indoor Layout Estimation Using Vision Transformer (PanoViT)
DataFunSummit
DataFunSummit
Aug 24, 2023 · Artificial Intelligence

Panoramic Indoor Layout Estimation with Vision Transformer (PanoViT)

This article introduces the PanoViT model, a vision‑transformer‑based approach for indoor layout estimation from panoramic images, covering its research background, architectural components, experimental results on public datasets, and step‑by‑step usage within ModelScope.

3D reconstructionModelScopecomputer vision
0 likes · 8 min read
Panoramic Indoor Layout Estimation with Vision Transformer (PanoViT)