Changelog

We're excited to announce that our new v1.5 model is now available for testing!

Building on our recent Segmentation-Free Mode preview, this version represents a significant leap forward, bringing numerous improvements and simplifications.

What's New in v1.5:

• Smarter fits: Enhanced capabilities for more challenging fits, preserving body shape, skin texture, tattoos, and identity with much higher resemblance.

• Simplified Controls: We've removed the need for parameters like Restore Background, Restore Clothes, Long Top, Adjust Hands, and Cover Feet. Our new model handles these complexities seamlessly.

• Performance Boost: Experience double the speed! Approximate runtimes:

  • Quality: ~12 seconds

  • Balanced: ~6 seconds

  • Performance: ~4 seconds

• Segmentation-Free by Default: The new "Segmentation-Free" parameter is enabled by default, streamlining the garment-fitting process.

Turn it off by sending segmentation_free: false only if you encounter issues when removing original garments.

*API Users: This model is still in testing phase and is subject to changes, so we don’t recommend using it in production just yet.

How to Access:

• Web App Users:

  Activate the v1.5 model by selecting the "Experimental" toggle.

• API Users: Access via the /nightly endpoint. Learn more about /nightly →

Please note: You may experience occasional longer wait times as we fine-tune our hardware based on usage patterns.

API and Models Studio users can use their saved models by sending saved:<model_name> in the model_image field instead of a URL or base64. API parameters documentation →

Users can now save and reuse AI-generated models in Models Studio for try-ons.

Following our recent upgrade for automatic recognition of model vs. flat-lay garment photos, we've now introduced Automatic Garment Category Classification.

No more manually specifying garment categories (tops, bottoms, or one-pieces). You can now simply send category: auto

Here's how it works:

Flat-Lay or Ghost Mannequin Photos: It's simple—we instantly recognize the garment category.

On-Model Photos:

Full-Body Shots: We'll default to swapping the entire outfit. If you only want the top or bottom swapped, you'll still need to specify manually (sorry, we're good, but not psychic yet).

Focused Shots (upper or lower body): We will identify if the focus is on the top or bottom—even if both are visible—saving you the extra step.

Users can set automatic credit top-ups via the API billing page.

Significant improvements to API’s garment photo type classification, reducing 99% of errors.