Fashion
Generate top-down fulfillment box scenes for apparel and accessories — poly-bagged garments in varied layouts, materials, and SKU configurations for inspection and handling models.
Fulfillment box inspection scenes
Simulate how fashion inventory actually ships — folded garments and bagged accessories in cardboard boxes, wrapped in clear poly with wrinkles and reflections. Vary product type and packing layout from jumbled stacks to organized grids.
Pipeline
Mixed packing layouts
Generate jumbled folded stacks or organized grid arrangements inside the same cardboard box — matching real fulfillment and returns handling.
Poly-bag optics
Clear plastic wrapping with wrinkles, folds, and specular highlights — the surface conditions that make apparel vision hard in production.
Product variation
Switch apparel types, patterns, and SKUs — from folded trousers to bagged handbags — without rebuilding the box or camera rig.
Training-ready labels
Export segmentation, depth, bounding boxes, and COCO-format annotations for pick, count, and inspect workflows.
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