---
title: PaGeR
emoji: 📟
colorFrom: pink
colorTo: blue
sdk: gradio
sdk_version: 6.15.1
app_file: app.py
pinned: false
license: apache-2.0
python_version: "3.10"
models:
    - prs-eth/PaGeR
tags:
    - computer-vision
    - image-processing
    - panorama
    - equirectangular
    - geometry-estimation
    - depth-estimation
    - normal-estimation
    - surface-normals
    - arxiv:2605.26368
preload_from_hub:
    - prs-eth/PaGeR
    - timm/vit_base_patch32_clip_224.openai
suggested_hardware: zero-a10g
short_description: Panorama Geometry Reconstruction
---

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

# 📟 PaGeR — Unified Panoramic Geometry Estimation

Interactive demo of [PaGeR](https://github.com/prs-eth/PaGeR): from a single
equirectangular panorama, one forward pass returns scale-invariant depth,
metric depth, surface normals, and a sky mask.

- **Paper:** [arXiv:2605.26368](https://arxiv.org/abs/2605.26368)
- **Code:** [github.com/prs-eth/PaGeR](https://github.com/prs-eth/PaGeR)
- **Models & datasets:** [PaGeR collection on the Hub](https://huggingface.co/collections/prs-eth/pager-697241d06b3733a6f18e4d39)

## Citation

```bibtex
@article{bozic2026pager,
  title   = {Unified Panoramic Geometry Estimation via Multi-View Foundation Models},
  author  = {Bozic, Vukasin and Slavkovic, Isidora and Narnhofer, Dominik and
             Metzger, Nando and Rozumny, Denis and Schindler, Konrad and
             Kalischek, Nikolai},
  journal = {arXiv preprint arXiv:2605.26368},
  year    = {2026}
}
```