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CatVTON
Python

CatVTON

[ICLR 2025] CatVTON is a simple and efficient virtual try-on diffusion model with 1) Lightweight Network (899.06M parameters totally), 2) Parameter-Efficient Training (49.57M parameters trainable) and 3) Simplified Inference (< 8G VRAM for 1024X768 resolution)

by Zheng-Chong · GitHub
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diffusion-modelsfashiontry-onPython
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In plain words

Try on clothes virtually using images or videos to see how they look on you.

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1 7911 790
2026-07-202026-08-31
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📄 About

[ICLR 2025] CatVTON is a simple and efficient virtual try-on diffusion model with 1) Lightweight Network (899.06M parameters totally), 2) Parameter-Efficient Training (49.57M parameters trainable) and 3) Simplified Inference (< 8G VRAM for 1024X768 resolution)

CatVTON has 1.8k stars on GitHub. It has been forked 232 times. CatVTON is written mainly in Python. It has been in active development since 2024. Its main topics are diffusion-models, fashion, try-on.

Frequently asked questions

What is CatVTON?

[ICLR 2025] CatVTON is a simple and efficient virtual try-on diffusion model with 1) Lightweight Network (899.06M parameters totally), 2) Parameter-Efficient Training (49.57M parameters trainable) and 3) Simplified Inference (< 8G VRAM for 1024X768 resolution)

Is CatVTON open source?

CatVTON is an open-source project.

Is CatVTON free?

Yes. CatVTON is free and open source — you can use, modify and self-host it.

What language is CatVTON written in?

CatVTON is written mainly in Python.

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