AI Scarf Virtual Try-On API

Virtually try on multiple scarf styles with only one photo. One click generates personalized styling backgrounds and looks, providing consumers with diverse scarf try-on inspiration.

Scarf Virtual Try-On that Fits to Each Shopper

Our Scarf Virtual Try-On API creates AR scarf directly on client's photo. Using AI-driven alignment, the scarf automatically adapts to the user’s body, outfit, and posture, delivering a truly personalized result.

Hyper-Realistic Scarf Design Visualization

Designed with high-fidelity precision, the AI scarf try-on delivers realistic previews across a wide range of scarf designs, including:

  • Silk Scarf
  • Cashmere Scarf
  • Wool Scarf
  • Plaid Scarf
  • Men's Scarf
  • Triangle Scarf and more

Style Themes That Match Brand Aesthetics

Control the look and mood of the try-on result with predefined styles.

  • Choose from five fashion styles or random selection.
  • Each preset applies a distinct overall look to the generated result.
  • Use the same preset to get consistent styling across product catalogs and campaigns.

Zero-Edit Scarf Image Digitization

Repurpose your entire image library without the overhead. Our AI intelligently isolates and optimizes scarves from any photo source, removing the need of manual processing.

Fully supports:

  • Clean product images
  • On-model photos 
  • Images with backgrounds

How AI Scarf Virtual Try-On API Works

STEP1
step icon

Upload a Photo

STEP2
step icon

Select the specific scarf ID and desired styling parameters.

STEP3
step icon

The API automatically adapts the virtual scarf to the user’s body for a natural, realistic fit.

STEP4
step icon

AI returns a photorealistic try-on image URL and a result ID

Built for Seamless API Integration

Easily integrate our API for the following major platforms, including:

  • Website Browswers
  • Mobile Apps
  • Kiosk Machines

Flexible API Plans for Enterprise Growth

Our API pricing is designed to scale with your ambitions, start small and grow with pay-per-use scalable API!

  • 40 Free trial units available for initial testing
  • Full access to virtual try-on features
  • Developers documentation for faster setup

Our API Supports All The Major Frameworks

JavaScript & Java

JavaScript & Java

Flutter

Flutter

Python

Python

PHP

PHP

Node.js

Node.js

curl

curl

Benefits for Developers

  • Seamless RESTful Integration: Deploy quickly across web and mobile platforms.
  • Comprehensive Documentation: Detailed guides ensure a faster setup.
  • High-Fidelity Outputs: Receive photorealistic image URLs and unique result IDs for easy asset management.

Real World API Use Cases

Fashion E-Commerce
Fashion E-Commerce

Instead of guessing how a scarf will look, shoppers can instantly preview how it drapes, layers, and complements their outfit, before adding it to cart.

Virtual Fitting Room
Virtual Fitting Room

Virtual Scarf Try-On allows clients to see exactly how a scarf drapes, sits, and complements their outfit from the comfort of their home.

Social & Creative Content
Social & Creative Content

Launch “Scarf Try-On” filters on Instagram, TikTok, and Snapchat to transform followers into brand ambassadors through playful, shareable experiences.

Scarf Virtual Try-On API FAQ