Kolors Virtual Try-On - AI Clothing Try‑On on Hugging Face
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Kolors Virtual Try-On Brief overview
Kolors Virtual Try-On is a browser-based AI demo on Hugging Face Spaces from Kwai-Kolors that creates a “virtual outfit swap” image. You provide (1) a person photo and (2) a garment photo, and the tool generates a new image showing how that clothing item could look when worn by the person.
This is best understood as an AI visualization tool, not a perfect fitting-room simulation. It’s designed for quick previews (e.g., content mockups, concept checks, styling ideas, and rapid experimentation) rather than exact sizing or fabric behavior. Like many generative try-on systems, output quality depends heavily on your inputs—clear, well-lit images with minimal occlusion generally produce more believable results.
Kolors Virtual Try-On is also part of the broader Kolors ecosystem, which is a diffusion-based image generation model released by the Kuaishou (Kwai) Kolors team. The try-on demo uses a simple web UI so you can test the workflow without installing anything locally.
Simple how-to-use
- Open the Kolors Virtual Try-On Space in your browser.
- Upload a person image (a clear photo where the body and pose are easy to read works best).
- Upload a garment image (a clean product-style image typically works better than a busy scene).
- (Optional) Adjust the Seed setting:
- Keep Random seed enabled to explore varied results.
- Disable it and set a specific seed if you want repeatable outputs.
- Click Run and wait for the generated try-on result.
- If the result isn’t ideal, try a different garment image, a different person photo, or rerun with a new seed.
Key features and functions
- Two-image virtual try-on workflow: person photo + garment photo in, try-on image out.
- Seed controls for experimentation: a seed slider plus a “random seed” toggle to vary results or reproduce a look.
- Built-in examples: sample person/garment images to test quickly if you don’t have assets ready.
- Fully in-browser experience: no local setup required for basic use.
- Traffic-aware behavior: the public demo may occasionally throttle or error during heavy usage, requiring retries.
Kolors Virtual Try-On Pricing
- Using the public Hugging Face demo: typically free for end users to try in the browser (no separate “tool subscription” is advertised for the Space itself).
- Running your own hosted copy: if you duplicate the Space or want more reliability/performance, Hugging Face Spaces pricing depends on the hardware you choose. Common reference points include:
- CPU Basic: Free
- CPU Upgrade: $0.03/hour
- NVIDIA T4 (small): $0.40/hour
- NVIDIA T4 (medium): $0.60/hour
- NVIDIA L4 (1x): $0.80/hour
(Additional GPU tiers are available at higher hourly rates.)
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