How to Prepare Product Photos for Fashion AI (Checklist)
A practical checklist so your uploads get the best fashion AI results.
5 min read
Fashion AI is only as good as the garment crop and lighting you provide. A few habits dramatically lift output quality.
Capture checklist
- Even light; avoid harsh shadows on folds
- Full garment visible; don’t clip hems or sleeves
- Neutral or removable background
- High enough resolution for zoom on PDP
Pre-upload cleanup
Straighten horizons on lifestyle shots; for flats, align symmetry. Remove price tags and props that confuse segmentation.
Batch naming
Use SKU-based filenames so generated assets map cleanly in your DAM or PIM. Fashion AI workflows scale on metadata discipline.
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