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Wear-Any-Way

Paid

Manipulable Virtual Try-on via Sparse Correspondence Alignment

4.7
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Type
Saas
Company
Alibaba Group
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About Wear-Any-Way

Wear-Any-Way is a novel framework for manipulable virtual try-on developed by Alibaba Group. It uses sparse correspondence alignment to enable point-based control over garment styling, allowing users to precisely manipulate wearing styles such as rolling up sleeves, opening coats, or adjusting tucks. The framework supports single and multi-garment try-on across various input types including shop-to-model, model-to-model, and street-to-street. It achieves state-of-the-art performance in standard virtual try-on while offering innovative interaction forms via click, drag, or automatic methods.

Key Features

Sparse correspondence alignment for point-based control
Supports click, drag, and automatic manipulation
Single-garment and multi-garment try-on in one pass
Various input types: shop-to-model, model-to-model, etc.
High-fidelity results with custom styling options
State-of-the-art performance for standard virtual try-on

Pros & Cons

Pros
  • Precise manipulation of wearing style via point-based control
  • Handles single and multiple garments simultaneously
  • Works with diverse input types (shop, model, street)
  • State-of-the-art performance in standard virtual try-on
  • Innovative interaction forms (click, drag, automatic)

Best For

Virtual try-on for e-commerce (shop-to-model)Model-to-model try-on for fashion designCustomizing garment wearing style (e.g., roll sleeve, open coat, tuck)Multi-garment outfit try-on

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FAQ

What types of inputs does Wear-Any-Way support?
Wear-Any-Way supports various input types including shop-to-model, model-to-model, shop-to-street, model-to-street, street-to-street, etc.
How can users manipulate the wearing style?
Users can manipulate the wearing style through click-based control (assigning control points on garment and person), drag-based control (where drag points are translated to click points), or automatic method using skeleton maps and dense pose with hyperparameters.
Does Wear-Any-Way support multi-garment try-on?
Yes, it enables users to provide upper- and down-clothes simultaneously and generates the try-on results in one pass.