AI Bag Virtual Try-On API

Preview outfits with bag immediately with the hyper-realistic AR tech. Our RESTful API integrates seamlessly with your website, app, or in-store mirrors.

Comprehensive Support of Bag Styles Virtual Try-On for Your Visual Commerce

Totes & Crossbody Bags
Totes & Crossbody Bags
Shoulder Bags & Backpacks
Shoulder Bags & Backpacks
Luxury Clutches & Mini Bags
Luxury Clutches & Mini Bags
Leather Bag / Leather Handbag
Leather Bag / Leather Handbag
Embossed Bag
Embossed Bag

Cutting-edge AI & AR Technology Integrated into a Single API Call

Enable Virtual Try-On with Just One Image

Simply upload a single photo of your bag, and let shoppers upload their own photos to see how it looks on them in seconds. Drastically boost your website conversion rates.

 

The era of static product viewing is over. Visualizing the full look is the new standard for shopping!

From Product Photos to Virtual Try-On

We know you have thousands of product photos. Some are clean product shots, some are staged decorative shots, and still others are selfies or photos with models holding the product.


We support all of this. The AI automatically extracts the bag product and generates how it looks on the user within seconds, allowing users to fully preview the bag on themselves.

Hyper-Realistic AR Bag Rendering

Simulate authentic reflections and textures of various materials, including leather and metal hardware, while perfectly showcasing your brand logo.

Instant Virtual Try-on Visualization

The API automatically generates try-on results based on the user's features and body shape, providing high-quality bag try-on looks in seconds.

AI-Generated Scenes

Support automatic street-view scene generation with four preset styles or random selection to enhance real-world visual appeal and inspire new outfit ideas.

Powerful AI Capabilities, Seamlessly Integrated in Just a Few Steps

Advanced AI Auto-Scaling

When uploading a product photo featuring a model, the AI automatically detects the body proportions and adjusts the bag size accordingly. This answers the critical consumer question: “How does this bag look on me?”

Seamless Cross-Platform Integration

Support Web, iOS, Android, in-store mirror platforms with a single API, serving all global channels and mobile devices.

Lightweight & Low Latency

With over 10 years of AI training experience, we have deeply optimized our technology for multiple devices to ensure smooth, high-speed AR loading.

How Does the Bag Virtual Try-on API Work?

Step1
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Versatile Image Input 

Support multiple upload methods, including real-time camera streams, local image uploads, URLs, or selecting sample photos.

Step2
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Retrieve File API Response


The response includes: file_id for creating an AI task and requests.url for uploading the actual image file.

Step3
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 Prepare a Reference Bag Image 

Upload a bag image using the File API or a valid image URL.

Step4
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 Retrieve Result

Receive a download URL for the result image.

Drive Results with Perfect Corp. & YouCam API

Boost Sales Conversion Rates
Boost Sales Conversion Rates

Enhance consumer purchase confidence through immersive virtual try-on experiences, proven to effectively drive higher conversions.

Significantly Reduce Return Rates
Significantly Reduce Return Rates

Help customers accurately judge bag size and color before purchasing, drastically lowering the high costs of returns due to "mismatched expectations".

10+ Years of Industry-Leading AI Experience
10+ Years of Industry-Leading AI Experience

As a technical leader, we provide the market's most stable SDKs and APIs, having assisted 800+ global brands in their digital transformation.

Bag Virtual Try-On API FAQs