fashion
Catalog Variant Generator
Recolor a garment across N color/pattern variants while preserving model and composition.
3
credits
multi format
Configure inputs
Expected result
Sample output — your result varies with your input.
Results ·
Measured quality
Full QC report →Catalog Variant Generator (Recolor)
oaktree/image-edit · $0.04/image
Hardest preset for colour: a recolor must hit a target hue while holding material, stitching and specular highlights. ΔE is the metric that bites here — we report it honestly.
Color fidelity (ΔE 2000)
target ≤ 10 ΔE to target
8.24 ΔE
pass
n=48 · 95% CI 6.65–9.85 ·
colour-science 0.4.7 ·
pipeline v3.0 · set shoes-v3 ·
measured 2026-06-13
Background compliance
target ≥ 95% PDP pass
89.4%
below target
n=48 · 95% CI 84.96–93.93 ·
BiRefNet_lite (transformers 4.52.4) + numpy 2.4.6 ·
pipeline v3.0 · set shoes-v3 ·
measured 2026-06-13
Render sharpness (BRISQUE)
target threshold pending calibration
90.3
n=48 · 95% CI 87.37–93.42 ·
piq.brisque 0.8.0 ·
pipeline v3.0 · set shoes-v3 ·
measured 2026-06-13
Auto-QC first-pass rate
target ≥ 85% first pass
64.5%
below target
n=48 · 95% CI 50.43–76.57 ·
pixfino-qc-gate n/a ·
pipeline v3.0 · set shoes-v3 ·
measured 2026-06-13
