Fashion Diffusion API gives your platform access to 18+ purpose-built fashion AI endpoints, from virtual try-on and AI model generation to flat lay production, background editing, recoloring, and fashion video. One integration replaces a stack of single-function tools, so your team can run the entire visual content workflow without switching platforms.
Fashion-trained models
Fashion Diffusion's API endpoints are trained specifically on fashion and apparel, not generic image editing. Virtual try-on, model generation, and garment recoloring understand clothing structure, fabric, and fit.
Developer experience
Generate fashion AI results across all endpoints with simple REST calls. From try-ons to model creation, get started in minutes with consistent request formats, clear responses, and examples for JavaScript and Python.
1const form = new FormData()2form.append("model_image", modelFile)3form.append("product_image", garmentFile)4 5const response = await fetch("https://api.fashiondiffusion.ai/v1/virtual-try-on", {6 method: "POST",7 headers: {8 Authorization: `Bearer ${process.env.FASHION_DIFFUSION_API_KEY}`9 },10 body: form11})12 13if (!response.ok) {14 throw new Error(`Fashion Diffusion API failed: ${response.status}`)15}16 17const result = await response.json()
Production scale
Process a handful of SKUs or high-volume production jobs with the same integration path. Fashion Diffusion API is designed for teams that need reliable output at e-commerce scale.
Access the full Fashion Diffusion API suite. Every endpoint is purpose-built for fashion and e-commerce workflows, from product imagery to interactive try-on.
Upload a model photo and a product image. The API returns a photorealistic try-on result showing the garment on the person.
Generate professional AI fashion models from product images alone. Customize demographics, body type, pose, and lighting.
Create complete outfit compositions from uploaded garment references for catalog and lookbook production.
Transform product-on-model or ghost mannequin images into clean, consistent flat lay shots.
Replace product or model image backgrounds with studio scenes, lifestyle environments, or custom solid colors.
Recolor garments across any color or palette without reshooting. Generate full colorway lineups from one image.
Swap model faces across existing product images while preserving garments, poses, and backgrounds.
Turn a single product or model image into a short fashion video clip with natural movement and camera work.
Generate clean transparent-background product cutouts ready for listings, ad platforms, or compositing.
API Access
Whether you are prototyping an integration or processing thousands of SKUs per week, Fashion Diffusion API plans are scoped to your actual workload, endpoint needs, and SLA requirements.
Plans are scoped to your workload, from solo developer prototypes to enterprise teams processing thousands of SKUs per week.
Outputs generated through the API are cleared for e-commerce listings, advertising, marketing, and content production.
Uploaded images and generated outputs follow our retention policy. We do not train on your images without explicit consent.
The Fashion Diffusion API gives developers and brands programmatic access to 18+ AI-powered fashion tools, including virtual try-on, AI model generation, product photography, outfit generation, recoloring, video creation, and more.
Submit a model image and a product image to the virtual-try-on endpoint. The API returns a photorealistic output showing the garment on the person. Most requests complete in 10-40 seconds.
Yes. The AI Model Generator endpoint creates professional fashion model images from product references alone. You can customize demographics, pose, body type, and lighting without a photoshoot.
No. Images uploaded through the API are not used to train Fashion Diffusion models without explicit consent. Enterprise customers can request a data processing agreement for additional compliance documentation.
Contact us to discuss your use case and get API access. Once set up, generate your API key from the dashboard and follow the quickstart guide to make your first call in minutes.