About this recipe
Crop on-model apparel images to Bloomingdale's exact 1200×1500 (4:5) marketplace standard, fully automated for bulk catalog uploads. This recipe crops each image just above the nose bridge for a compliant "headless" on-figure look, centers the model within the frame, and removes the background in favor of a pure white (#FFFFFF) backdrop. Feet shadow and reflection are preserved to keep the shot grounded and realistic, and output is rendered at 300 DPI to meet print and retailer resolution requirements. Built-in AI upscaling automatically kicks in for lower-resolution source photos, so every image meets spec regardless of original quality. This recipe is part of Crop.photo's retailer compliance toolkit, ideal for brands and sellers publishing apparel imagery directly to Bloomingdale's or matching similar marketplace on-model image requirements.
Use cases
- Convert studio photography into wholesale compliant image sets
- Meet print resolution (300 DPI) requirements
- Standarise on-model fashion photography across whole catalog
- Convert existing on-figure photography for a new marketplace listing without a reshoot
Tips for best result
- Use a light, evenly lit backdrop in the original photo so background removal produces clean edges
- Keep the model's feet fully in frame, since shadow preservation depends on that footage being present
- Run a small test batch to ensure that cropping is consistent to the requirements
