Skip to content

littlewhitesea/360PanT

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

73 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

360PanT (WACV-2025)

360PanT: Training-Free Text-Driven 360-Degree Panorama-to-Panorama Translation

Hai WangJing-Hao Xue

Project arXiv

Jupyter Notebook and Datasets

Link Description
Open In Colab Google Colab of 360PanT [which can be run on Nvidia T4 (16G)]
Open In Colab Google Colab of 360PanT (F) [which can be run on Nvidia L4 (24GB)]
Datasets 360PanoI-Pan2Pan and 360syn-Pan2Pan
basis.zip semantic bases of indoors and outdoors for FreeControl and 360PanT (F)

Useful Tools

360 panoramic images viewer: It could be used to view the synthesized 360-degree panorama.

CLIP-score: It contains Google Colab to calculate the CLIP-score.

DINO-score: It contains Google Colab to calculate the DINO-score.

Citation

If you find the code helpful in your research or work, please cite our paper:

@InProceedings{Wang_2025_WACV,
    author    = {Wang, Hai and Xue, Jing-Hao},
    title     = {360PanT: Training-Free Text-Driven 360-Degree Panorama-to-Panorama Translation},
    booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV)},
    month     = {February},
    year      = {2025},
    pages     = {212-221}
}

Acknowledgments

We thank MultiDiffusion, Plug-and-Play, FreeControl and StitchDiffusion. Our work is based on their excellent codes.

About

[WACV 2025 Oral] 360PanT: Training-Free Text-Driven 360-Degree Panorama-to-Panorama Translation

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors