Ghost mannequin is the industry standard for showing garments in their best 3D form without distracting mannequin hardware or model dependency. ESPicAI automates the ghost mannequin compositing step for clothing brands — front body, neck insert, sleeve joins — delivering professional hollow-form garment images at batch scale across every SKU in your collection.
Start FreeManual ghost mannequin compositing requires careful front and back/neck insert alignment that takes skilled retouchers significant time per garment.
Collection launches and marketplace updates are delayed when ghost mannequin production is handled as a manual post-production step.
Outsourcing ghost mannequin to agencies is expensive at scale and introduces turnaround delays that conflict with seasonal timelines.
ESPicAI — Ghost Mannequin
Ghost mannequin gives clothing brands a professional, hollow 3D garment presentation without a live model or physical mannequin visible in the final image. ESPicAI automates the composite — combining front and neck/interior shots — and delivers invisible mannequin results in bulk so brands can process entire collections without per-garment manual compositing work.
Automated front + neck insert compositing for a professional hollow-form garment presentation without manual masking.
Process entire seasonal collections in bulk — all garment types including tops, jackets, dresses, and knitwear.
1 credit per output image keeps ghost mannequin production costs predictable across any catalog size.
Upload your front garment images and matching neck/interior insert shots, or provide a CSV with paired image URLs.
Select ghost mannequin in the workflow builder. ESPicAI aligns and composites front and insert images automatically.
Run the batch — all garments are processed and returned as clean invisible-mannequin images.
Download outputs or receive the CSV with output links. Refine specific garments in the canvas editor if needed.
Professional hollow-form garment images at batch scale. No manual compositing, no agency dependency, no editorial delays.
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