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The ccHarmony dataset is a color‑checker‑based image harmonization dataset designed to better reflect natural illumination variations while maintaining a distribution similar to the Hday2night dataset, but at a lower collection cost. It comprises 350 real images and 426 segmented foregrounds; each foreground is paired with 10 synthetic composite images, resulting in a total of 4,260 synthetic‑real image pairs.