Production Challenge
Baseline Visual Bottleneck
Brands sitting on thousands of legacy low-res SKU and interior photos needed studio upgrades without reshooting discontinued setups.
Commercial Retouching · E-Commerce, Real Estate & Editorial
Commercial Before-and-After AI Restoration & Relight Suite
45-piece benchmark archive transforming dim, cluttered smartphone shots into studio-lit commercial hero photography.
Verified Outcome Metric
45 verified before/after transformations rescuing legacy catalogs at <$25/asset.
Deterministic Pipeline Architecture
Engineered Solution
Hybrid ComfyUI outpainting, clutter removal, perspective correction, and frequency-separated texture restoration.
Interactive Plate Inspector
Compare multi-shot continuity & lighting fidelity.
Archive Gallery (5 High-Res Plates)
Extracted production deliverables.
Replicate This Pipeline on Your SKUs