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Let's GoFashn Tryon
byFashn AI
Studio-grade virtual try-on that accurately transfers garments, knitwear textures, and sharp typography with realistic fabric draping
How Fashn Tryon works
Transform flat-lay product shots into commercial model photography in three streamlined steps.
Upload Model and Garment
Provide a clear front or three-quarter model photo alongside a flat-lay or on-model garment reference.
Select Category and Mode
Choose garment classification and pick balanced mode for quick iterations or quality mode for catalog finals.
Generate Realistic Fit
Render photorealistic apparel draping with preserved tattoos, jewelry, skin tone, and crisp logo typography.
What Fashn Tryon is good at
Engineered with maskless pixel-space diffusion to deliver physically faithful fabric physics, sharp text vectors, and seamless model identity retention.
Maskless Pixel-Space Draping
Operating directly on raw RGB pixels via a 972-million parameter Multimodal Diffusion Transformer, the model drapes clothing with natural fabric tension and physical shadow play without clumsy segmentation masks.
Vector-Crisp Typography and Logos
Preserves graphic logos, brand emblems, and fine text prints across garment folds without distortion, blurring, or looking artificially pasted over fabric contours.
Dual Reference Ingestion
Accepts both flat-lay studio product shots and on-model crops up to 2000px height, automatically optimizing internal parameters to match ghost mannequin or live photography references.
Identity and Detail Preservation
Maintains model skin textures, hair overlays, tattoos, and delicate jewelry intact while replacing tops, bottoms, or full-body one-piece outfits seamlessly.
Made with Fashn Tryon
A gallery of studio-grade virtual fittings demonstrating realistic draping across varied silhouettes, textiles, and dynamic postures.
Volumetric outerwear draped over complex poses
Heavy textured canvas and outerwear transfer
Reflective metallic synthetics with dynamic folds
Complex pattern and houndstooth alignment
Performance activewear and graphic branding transfer
What people build with Fashn Tryon
From high-volume e-commerce stores to luxury fashion houses and streetwear labels scaling catalog production.
Frequently Asked Questions
Fashn Tryon supports tops, bottoms, and one-piece outfits such as dresses, jumpsuits, and coats from either flat-lay or on-model photos. The model is specifically optimized for torso and full-body clothing and should not be used for non-apparel items like footwear, hats, eyewear, or handbags.
Fashn operates directly in pixel space using a 972-million parameter Multimodal Diffusion Transformer (MMDiT) without relying on traditional segmentation masks. This segmentation-free approach preserves fine subject details like overlapping hair, tattoos, and jewelry while accurately mapping knit textures and crisp typography onto natural fabric folds.
Quality mode delivers maximum fidelity with the sharpest text vectors and fabric weave preservation, making it optimal for final commercial deliverables. Balanced mode provides an even tradeoff between speed and detail, while Performance mode accelerates generation times for batch exploration and rapid testing.
No, Fashn Tryon processes one garment category per generation pass across tops, bottoms, or one-pieces. To create multi-layered outfits like a jacket over a graphic t-shirt, apply the try-on sequentially across multiple generation steps.
Use high-resolution front-facing or three-quarter model photos with visible body contours and standard studio lighting. For garment inputs, use high-resolution flat-lays or ghost mannequin shots up to 2000px height against clean, solid white or transparent backgrounds with minimal wrinkles.
Try Fashn Tryon on Fuser
Studio-grade virtual try-on that accurately transfers garments, knitwear textures, and sharp typography with realistic fabric draping