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On-Model

Fashion product photos in bulk, with automatic retouching

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On-Model turns the product photos fashion brands already have into e-commerce-ready visuals, without a new photoshoot. Four workflows in one studio: flat-lay to on-model, AI packshots (ghost mannequin, flat-lay, white cutout), garment recolor and model swap. Every stitch, print and logo is preserved at pixel level. Batch processing, 4K output and an API for catalogue scale. Used by 50+ fashion brands in 6 countries. Start free with 25 images, no credit card.

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PH · launched Oct 22, 2026 · 10 upvotes (top 4%)

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Could you build this?

Partial Workflow and bulk processing are buildable on image-generation APIs, but reliably preserving stitches, prints and logos during model swaps and recolors is a hard, quality-sensitive image problem.

What it would actually take: The product needs a pipeline of garment segmentation, pose and body estimation, and controlled image editing or diffusion models, possibly fine-tuned on fashion data. Quality control to keep fabric detail and logos intact requires ML engineers and a labeled evaluation set. The UI and batch orchestration are the easy part; the image-fidelity pipeline is the moat.

Competitors

Other products that read as similar to this one : 291 launches clear the similarity bar, closest 8 shown.

Attention rank: #7 of 292 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 311 days after the earliest competitor.

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