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The API Layer for Digital Apparel

Virtual Try-On Infrastructure
For Your Digital Fitting Room.

softFIT is a fashion try-on stack that lets you bring your retail products to life. The API generates photorealistic full 3D garments from a design image you can display on your retail website. Load your image, and you're good to go.

Integrate your 3D clothing garment for customers to experience a live real-time virtual try-on with the groundbreaking softWEAR AI virtual try-on app.

Level up your game with this professional 3D pipeline.

softFIT API — GLB generation
softWear Widget — try-on embed
Get early accessSee how it works
Powered by softFIT
V-Neck TeesoftFIT API
Softfit Splash
POST api.zoopbyte.com/softfit/generate
albedo (diffuse) : my_design.png
model (garment)  : v_neck.glb
normalMap        : v_neck_normal.png
roughnessMap     : v_neck_roughness.png
albedo scale     : 5
placement        : front
Drop a custom element on your product pagesoftWear Widget
<script
  src="cdn.zoopbyte.com/softwear.js"
/>

<softwear-tryon
  glb="/output/v_neck_a123.glb"
  brand="YourStore"
/>

// ✓ customers try on instantly
⏺
Live output — generated by softFIT API

softFIT API/Live Demo

Real GLBs from a single API call. Pick a garment, customise the colours, drag to rotate.

Pattern Segments

#E8E5E0

hsl(38, 15%, 89%)

Roughness

0.80
shinymatte

Normal strength

1.00
flatdeep

Drop PNG/JPG here or click to browse

Square image · 512 / 1024 / 2048 px

Placement

Print scale

5
badgechestfull
GLB download requires API access
Get access →
Try On with softWear →

See how it looks on a real person

Loading viewer…
softFIT demo
garment:v_neck·demo GLB·DRACO GLB
How it works

From design file tocustomer try-on.

01
softFIT API

Upload your garment design

POST a PNG, JPG or WEBP to the softFIT API with your garment type, colour, placement and fit.

02
softWear Widget

Drop in the softWear widget

Add one script tag and a web component to your product page. Pass the GLB URL. Done.

03
Zero redirects

Customers try on, live

Your shoppers activate their webcam. The garment maps to their body in real time — on your store.

Two products. One stack.

softFIT API generates the garment. softWear Widget puts it on your customer. Together they replace a six-figure custom VTO build.

Product 1

softFIT API

Send a design image. Receive a photorealistic, DRACO-compressed GLB in seconds. The engine that powers everything.

Bespoke 3D Templates
High-fidelity garment templates. V-neck / crew t-shirts, sweaters, jackets. More added continuously.
6 Placement Zones
Stamp or wrap designs on the full garment, front, back, sleeves, collar or hem. UV-precise.
DRACO Compressed
Desktop and mobile GLB outputs automatically. Compression level 1–10. Small files, fast loads.
REST API
Multipart form-data POST. No SDK. Works with any language, any stack.
Product 2

softWear Widget

One script tag. Drop it on your product page, pass the GLB URL, and your customers try the garment on live — no redirect, no app.

Real-time body tracking
Mediapipe Holistic maps your customers' pose 30× per second. Garments move as they move.
100% in-browser
Camera processing stays on-device. No video sent to any server. GDPR-compliant out of the box.
Mobile-first
Adaptive rendering, lighter GLBs and touch controls. Works on iOS and Android browsers.
5 fit variations
Slim, regular, medium, large, oversized — mesh-level silhouette adjustments per garment.
White-label

Your store.Our engine.

Both the API and the widget are fully white-label. Your brand stays front and centre on your product pages. A discreet "Powered by softFIT" badge is all that shows — or nothing at all on enterprise plans.

Talk to us about licensing
F
FashionBrand™API + Widget
Powered by softFIT
P
PrintShop Co.API only
Powered by softFIT
L
LUXE RetailAPI + Widget
Powered by softFIT

Ready to add virtual try-on to your store?

softFIT is in active development. Get early access to the API and widget — and shape the roadmap.

Get early accessSee the consumer app →