On-model Image Generation - Virtual Product Photography

Riley helps you automate your model shoots

Stunning On-Model Image Generation

The most accurate AI-generated on-model image you'll find.

Spam-free. We'll reach out for a demo.

Details matter.

Riley knows how important it is for your product photos to be perfectly accurate.

Advanced pattern recognition

Every intricate detail matters. Riley's advanced AI captures and recreates the exact prints, textures, and fabric details from your product photos with stunning precision. From delicate florals to complex geometric patterns, your garments look authentically real on every model.

Effortlessly styled, every time

Riley doesn't just put clothes on models—it creates complete, cohesive looks. Our AI automatically pairs your pieces with complementary accessories, layering, and styling choices that feel natural and on-trend, turning single products into aspirational outfits.

Modular creative control

Customize every aspect of your shoot without the studio costs. Choose from diverse model types, body sizes, ethnicities, and genders. Select your preferred shot angles—full body, half body, or close-ups—to match your vision perfectly.

Frequently Asked Questions

Everything you need to know.

How does Riley's on-model generation work?

Upload a flat lay or mannequin photo of your product, and Riley creates photorealistic images of models wearing it. Riley analyzes fabric properties, draping patterns, and garment construction to ensure accurate fit and movement on virtual models.

How does Riley's on-model generation work?

What types of products can I put on models?

Riley works best with clothing items including tops, bottoms, dresses, outerwear, and accessories. Currently, Riley also supports bags, shoes, scarves, hats, spectacles and jewellry.

What types of products can I put on models?

Riley works best with clothing items including tops, bottoms, dresses, outerwear, and accessories. Currently, Riley also supports bags, shoes, scarves, hats, spectacles and jewellry.

What types of products can I put on models?

Riley works best with clothing items including tops, bottoms, dresses, outerwear, and accessories. Currently, Riley also supports bags, shoes, scarves, hats, spectacles and jewellry.

Do I need professional product photos to start?

No, even smartphone photos work. While better input photos yield better results, Riley can work with flat lays, ghost mannequin shots, or even products on hangers. The key is good lighting and showing the full garment.

Do I need professional product photos to start?

How realistic do the AI models look?

Our AI models are indistinguishable from real photography. They feature natural poses, realistic skin textures, proper lighting, and authentic facial expressions.

How realistic do the AI models look?

Our AI models are indistinguishable from real photography. They feature natural poses, realistic skin textures, proper lighting, and authentic facial expressions.

How realistic do the AI models look?

Our AI models are indistinguishable from real photography. They feature natural poses, realistic skin textures, proper lighting, and authentic facial expressions.

Can I see my products on models?

Absolutely. Get in touch with us for a free demo of up to 10 on-model images free. We're confident that once you see the quality, you'll be convinced.

Can I see my products on models?

Absolutely. Get in touch with us for a free demo of up to 10 on-model images free. We're confident that once you see the quality, you'll be convinced.

Can I see my products on models?

Absolutely. Get in touch with us for a free demo of up to 10 on-model images free. We're confident that once you see the quality, you'll be convinced.

Don't see what you're looking for?

Reach out to our team directly and we'll get back to you.

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