| --- |
| pretty_name: WildShadow-Image |
| license: other |
| license_name: mixed-source-dataset |
| tags: |
| - image |
| - shadow-removal |
| - arxiv:2607.26203 |
| --- |
| |
| # WildShadow-Image |
|
|
| WildShadow-Image is the paired image split used by the image-mode experiments |
| of **WildShadowRemover**. |
|
|
| - **Code:** [ylxclimax/WildShadowRemover](https://github.com/ylxclimax/WildShadowRemover) |
| - **Paper:** [arXiv:2607.26203](https://arxiv.org/abs/2607.26203) |
|
|
| | Split | INS | iCity | Infinigen | HSSD | Total | |
| |---|---:|---:|---:|---:|---:| |
| | Train | 30,000 | 3,000 | 3,000 | 0 | 36,000 pairs | |
| | Test | 2,000 | 800 | 400 | 300 | 3,500 pairs | |
|
|
| HSSD is evaluation-only. |
|
|
| ## Layout |
|
|
| ```text |
| WildShadow-Image/ |
| train/ins/{origin,shadow_free}/shard_000...shard_005/ |
| train/{icity,infinigen}/{origin,shadow_free}/ |
| test/{ins,hssd,icity,infinigen}/{origin,shadow_free}/ |
| manifests/pairs.csv |
| BUILD_INFO.json |
| ``` |
|
|
| The same filename in `origin/` and `shadow_free/` forms one pair. Each dataset |
| root can be passed directly to the image training launcher in |
| WildShadowRemover with single-image mode enabled. |
|
|
| Depth is not included because it is a deterministic model-derived condition, |
| not source ground truth. Generate current float16 DA3 depth with: |
|
|
| ```bash |
| MODE=image ROOTS=/path/to/WildShadow-Image/train/ins,\ |
| /path/to/WildShadow-Image/train/icity,\ |
| /path/to/WildShadow-Image/train/infinigen \ |
| bash scripts/prepare_depth.sh |
| ``` |
|
|
| This prevents legacy u8/u16 visualization depth from being mixed with the |
| current floating-point training contract. |
|
|
| ## Licensing |
|
|
| This is a mixed-source dataset. See `LICENSE` and `SOURCE_LICENSES.md`; the |
| archive does not grant rights beyond the terms of the underlying sources. |
|
|
