Generation pipelines, dataset configurations, and evaluation tools.
View on GitHubConSynth-X contains 34,199 synthetic records: 3,109 source scenes × 11 synthetic conditions (fog light/medium/heavy, rain light/heavy, snow light/heavy, night, rain_night, snow_night, small), admission-gated at DINO ≥ 0.85 similarity to source. Records include condition labels, bounding-box annotations, generation metadata, and quality scores in 11 Parquet files (one per condition).
Bring-Your-Own-Source (BYOS): source images are not embedded in the release.
Users reconstruct the clear↔condition pairing from their own copy of the upstream datasets
(CS10K via LouisChen15/ConstructionSite, SODA-D, SODA-ktsh) using the provided
rebuild_consynthx.py script.
Original construction datasets are drawn from Chen & Zou's Construction Site 10K and Duan et al.'s SODA (incl. SODA-ktsh extension). We thank the authors for releasing their datasets.
This work was supported in part by an allocation of computing time from the Ohio Supercomputer Center.