WildShadow-Image

WildShadow-Image is the paired image split used by the image-mode experiments of WildShadowRemover.

• Code: ylxclimax/WildShadowRemover
• Paper: arXiv: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

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:

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.