M&M VTO

What is M&M VTO?

M&M VTO is a cutting-edge virtual try-on method that combines multiple clothing images, text descriptions of clothing layouts, and a person's image as input. It outputs a visualization of how the clothes look on the person in the specified layout. Key advantages include:

A single-stage diffusion model that doesn't require additional super-resolution steps.

The ability to mix and match multiple pieces of clothing at 1024x512 resolution while preserving complex details.

An architecture called VTO UNet Diffusion Transformer that separates noise removal and person-specific features.

Text input control for arranging multiple clothing items.

Efficient identity-preserving fine-tuning strategies.

M&M VTO performs exceptionally well both qualitatively and quantitatively and opens new possibilities for language-guided and multi-clothing try-ons.

Who can use M&M VTO?

Fashion designers, clothing retailers, and consumers can benefit from M&M VTO. Designers can showcase outfit combinations, retailers can offer virtual try-on experiences, and consumers can preview different outfits at home without physically trying them on.

What are some use cases for M&M VTO?

Fashion brands can provide online try-on services to customers.

Clothing designers can use it during the design phase to preview outfit combinations.

Consumers can preview how clothes will look on them before purchasing.

What are the key features of M&M VTO?

Single-stage diffusion model without super-resolution cascading.

VTO UNet Diffusion Transformer architecture for efficient separation of noise and person-specific features.

Text input control for clothing layout.

Optimized person feature embedding for better identification.

Support for multi-piece clothing try-on including tops, bottoms, etc.

Interactive try-on demonstrations with options to choose different tops, bottoms, and preview effects.

Support for editing clothing layouts like rolling up sleeves or tucking in shirts.

How do I use M&M VTO?

1. Visit the M&M VTO website.

2. Upload the clothing images you want to try on.

3. Enter a text description of the clothing layout, such as "roll up sleeves and tuck shirt in."

4. Upload a person’s image, which can be a full-body photo of yourself.

5. Click the 'Start Try-On' button, and the system will process and generate the try-on effect.

6. In the generated try-on effect, you can adjust clothing details like sleeve length or whether to tuck in the shirt.

7. After editing, you can save or share the try-on effect.