👗 Enhanced FashionCLIP API with Color Extraction

Generate embeddings, calculate similarities, extract colors, and clean up product photos

Upload any clothing photo. The item is cut out and centered on a uniform canvas so every item in your wardrobe grid looks consistent.

Upload Clothing Item

Cutout model (top = fastest, bottom = most accurate but slow on CPU)

Background

white transparent custom

Custom background color (used if 'custom')

Canvas size (px, square)

Padding (%)

0 25

Drop shadow

Alpha matting (cleaner edges, slower)

Neat Product Shot