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2D to 3D Generator

Automatically create 3D shoe models from 2D photographs — unique solution on the market.

What It Does

Upload 2D product photos and the system automatically: 1. Generates a 3D model of the shoe 2. Creates a ready-to-use AR try-on link 3. Makes the shoe available in the AR Try-On experience

This is a fully automated pipeline — no manual 3D modeling required.

How to Use

Method Description
API POST /shoe3d at api.wearfits.com — see API Reference
Web sandbox tryon.wearfits.com/shoes — upload & preview
Shopify App Automatic via the WEARFITS Shopify App

Supported Products

Currently supports shoes only (fully automatic). Bags and backpacks require manual 3D model upload via the AR Try-On management panel.

Domain

Pipeline

sequenceDiagram
    participant Client
    participant API as api.wearfits.com
    participant Modal as Modal.com (GPU)
    participant GCS as GCP Storage
    participant TryOn as dev.wearfits.com

    Client->>API: POST /api/v1/shoe-3d (photos)
    API-->>Client: 202 Accepted (jobId)
    API->>Modal: 3D generation (ML inference)
    Modal->>Modal: Optional: texture enhancement, logo refinement
    Modal->>GCS: Store generated GLB
    Modal-->>API: Completed (model URL)
    Client->>API: GET /api/v1/jobs/{jobId}
    API-->>Client: {status: completed, viewerUrl, glbUrl}
    Note over TryOn: Model available for AR try-on

Options

Option Description
uploadToWearFits Auto-upload to AR platform after generation
enhanceTexture AI texture enhancement pass (renders 4 or 6 views, enhances with Gemini, projects back)
correctImage Professional packshot correction before 3D generation
refineLogo Second AI pass focused on fixing logos and branding
genaiQuality "default" (4-view, 3min) or "high" (6-view, 5min)

Authentication

All API calls require an X-API-Key header with a key generated at dash.wearfits.com.

Further Reading