License → CC BY-NC 4.0 (non-commercial); attribute iCity (used under written authorization)
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README.md
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license:
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tags:
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- depth-estimation
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- surface-normals
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<img src="https://img.shields.io/badge/Dataset-PanoInfinigen-7e57c2" alt="PanoInfinigen dataset">
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</a>
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<a title="License" href="LICENSE" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
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<img src="https://img.shields.io/badge/License-
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</a>
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</p>
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- **Sky mask** for filling/masking unbounded regions in the depth and normal outputs.
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- **Indoor / outdoor routing:** A lightweight Places365 classifier auto-selects between the twin scale heads at inference time; the routing can be overridden by the user (`--scene_mode {auto,indoor,outdoor}`).
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- **Resolution:** Designed for high-resolution ERP inputs, up to 3K.
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- **License:** [
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- **Resources for more information:** [Project Website](https://prs-eth.github.io/PaGeR/), [Paper](https://arxiv.org/abs/TBD), [Code](https://github.com/prs-eth/PaGeR).
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### Other released checkpoints
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license: cc-by-nc-4.0
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tags:
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- depth-estimation
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- surface-normals
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<img src="https://img.shields.io/badge/Dataset-PanoInfinigen-7e57c2" alt="PanoInfinigen dataset">
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</a>
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<a title="License" href="LICENSE" target="_blank" rel="noopener noreferrer" style="display: inline-block;">
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<img src="https://img.shields.io/badge/License-CC%20BY--NC%204.0-yellowgreen" alt="License">
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</a>
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</p>
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- **Sky mask** for filling/masking unbounded regions in the depth and normal outputs.
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- **Indoor / outdoor routing:** A lightweight Places365 classifier auto-selects between the twin scale heads at inference time; the routing can be overridden by the user (`--scene_mode {auto,indoor,outdoor}`).
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- **Resolution:** Designed for high-resolution ERP inputs, up to 3K.
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- **License:** [CC BY-NC 4.0](LICENSE) — academic / non-commercial use only. The released weights are derivative works of (a) the [Depth Anything 3](https://github.com/ByteDance-Seed/Depth-Anything-3) `da3-giant` backbone, released by ByteDance under CC BY-NC 4.0, and (b) training on the [PanoInfinigen](https://huggingface.co/datasets/prs-eth/PanoInfinigen) dataset, whose `urban` split was rendered with the [iCity](https://superhivemarket.com/products/icity) Blender addon and is used under written authorization for non-commercial research from the iCity author, Hothifa Smair. Commercial use of these weights is not permitted.
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- **Resources for more information:** [Project Website](https://prs-eth.github.io/PaGeR/), [Paper](https://arxiv.org/abs/TBD), [Code](https://github.com/prs-eth/PaGeR).
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### Other released checkpoints
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