The hardware fix that doesn't smudge
Detail Fix API
Repair small functional and decorative elements on garments: buttons, zippers, snaps, pockets, belt loops, eyelets, drawstrings. Reference-guided fix with finish and count accuracy.
Built on Runflow’s Reference Inpainting workflow. Live shortly. Drop your email above to get notified at launch.
How it works
No pipeline to build, no models to configure.
Send target + hardware reference
POST the garment image plus a reference image showing the correct hardware: buttons, zippers, snaps, pockets, eyelets, drawstrings.
AI repairs each detail region
Each detail region is crop-and-upscaled, rewritten with the reference's shape, finish, and count, and composited back into the source.
Get production-grade output
Receive the photo with hardware corrected. Pairs with Logo Fix, Print Fix, and Fabric Fix for a full catalog-grade QA pass.
High-resolution local processing
Buttons, zippers, and small hardware are tiny relative to the full garment. Inpainting at full-frame resolution returns smudged elements. Detail Fix crops and upscales each region to a high working resolution before inpainting, then composites back into the source.
Finish and count enforced
The reference image enforces shape, finish, and count. A shirt that came back with three buttons when it should have four is corrected to the right count, evenly spaced, with proper buttonhole placement.
Composable with the rest of the fix suite
Detail Fix is the last layer in a multi-step QA pass: Logo Fix corrects brand marks, Print Fix corrects patterns, Fabric Fix corrects the surface, Detail Fix corrects hardware. Run all four to deliver catalog-grade output from any base model.
Detail Fix for hardware-driven categories
Tailoring, denim, and luxury all live on hardware accuracy. This is the layer that gets you there.
Tailored and workwear brands
Tailoring lives on hardware accuracy: button count, lapel buttons, jacket vents, button placement. Detail Fix is built for it.
Denim brands
Rivets, button flies, zipper construction, and back-pocket detail are the buying-decision elements on denim. Detail Fix corrects them.
Luxury and accessories
Hardware finish (polished, brushed, matte) is signature on luxury accessories. Detail Fix renders the finish from a reference, not from interpretation.
AI fashion platforms
Run Detail Fix as the last QA layer in your pipeline to ship catalog-grade hardware rendering on every output.
Your data stays yours
Images are processed in isolated environments with automatic cleanup. Zero data retention by default.
SOC 2 Type II compliant.
Frequently asked questions
Hardware accuracy on every AI garment.
Detail Fix is in private testing. Drop your email and we'll notify you at launch.
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