Voost: Virtual Try-On/Off
arxiv   webpage   GitHub   License
Website: https://nxn.ai       Inquiries: hello@nxn.ai

Step 1: Select Try-On or Try-Off mode.

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Step 2: Select your desired garment type.

Garment Type

Step 3: Upload a model image.
(Optional) Use the draw tool to create the mask. ⬇️

Model Examples

Step 4: Upload a garment image. ⬇️

Garment Examples

Step 5: Click the button below to run the model! ⬇️

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⚠️ Note: Errors may occur due to high concurrent requests or NSFW content detection. Please try again if needed.

Try-on Examples
Garment Type Model Image Garment Image Output Image
Try-Off Examples
Garment Type Model Image Output Image

AI Studio Shaping the New Architecture of Fashion Imagery

We’re a team of researchers from Stanford, NYU, Seoul National University, and KAIST. At NXN Labs, we’re developing an image-to-image virtual try-on/try-off diffusion model, designed to push the boundaries of digital production in the fashion industry. This demo is not the full version of our model - it is based on our recent research work, Voost - but it reflects the underlying research direction. We’re headquartered in San Francisco and Seoul. If you’re a brand or retailer interested in using our full model API, please sign up at https://nxn.ai with your business name, and we’ll get back to you within 1–2 business days. For part-time or full-time research roles, contact hello@nxn.ai.

©2025 NXN Labs ——— Copyright.

Special Thanks to NXN Labs Summer Interns:

James Fu, Wing Lai, Stephen Park
for their valuable contributions to this demo space