<div align="center"> <h1>Virtual Try On Top Paper implementation</h1> </div>

To see the Implementation, Please Visit Miragic.ai!

A collection of state-of-the-art virtual try-on models based on top research papers, with ready-to-use code and demos. We published website and mobile app on google play store!!

Demo

https://github.com/user-attachments/assets/54534ddf-56aa-4e0d-9a58-bf82ec2b1a2d

<!-- [](https://www.youtube.com/shorts/r76TYO_roD4) -->

See the results! WoW~~, Great~~~

<table> <tr> <td><img src="https://github.com/Miragic-AI/Virtual-Try-On/blob/main/images/1.jpg" width="500"/></td> <td><img src="https://github.com/Miragic-AI/Virtual-Try-On/blob/main/images/2.jpg" width="500"/></td> <td><img src="https://github.com/Miragic-AI/Virtual-Try-On/blob/main/images/3.jpg" width="500"/></td> </tr> <tr> <td><img src="https://github.com/Miragic-AI/Virtual-Try-On/blob/main/images/7.jpg" width="500"/></td> <td><img src="https://github.com/Miragic-AI/Virtual-Try-On/blob/main/images/8.png" width="500"/></td> <td><img src="https://github.com/Miragic-AI/Virtual-Try-On/blob/main/images/9.png" width="500"/></td> </tr> </table>

Try Now on Website!

<p align="center"> <a href="https://miragic.ai/products/virtual-try-on"> <img src="https://github.com/Miragic-AI/Virtual-Try-On/blob/main/images/111.png" width="1065" height="657"/> </a> </p>

To get API document, please visit Here!

<p align="center"> <a href="https://docs.miragic.ai/vto-api-reference"> <img src="https://github.com/Miragic-AI/Virtual-Try-On/blob/main/images/vtoapi.png" width="1065"/> </a> </p>

Scan and Play Virtual Try On App on Google Play Store!

<p align="center"> <img src="https://github.com/Miragic-AI/Virtual-Try-On/blob/main/images/qr.png" width="250"/> </p>

To learn more, please visit Here!

<a href="https://miragic.ai" target="_blank"> <img alt="" src="https://miragic.ai/png/new_miragic_logo.png" height=80/> </a>

Virtual Try On For Clothes Demo, Resources

<div style="display: flex; justify-content: center; align-items: center;"> <table style="text-align: center;"> <tr> <td style="text-align: center; vertical-align: middle;"><a href="https://huggingface.co/Miragic-AI"><img src="https://miniai.live/wp-content/uploads/2024/10/new_hugging-1-300x67.png" style="height: 60px; margin-right: 5px;" title="HuggingFace"/></a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://www.youtube.com/@Miragic-ai"><img src="https://miniai.live/wp-content/uploads/2024/10/Untitled-1-300x70.png" style="height: 60px; margin-right: 5px;" title="Youtube"/></a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://play.google.com/store/apps/details?id=com.miragic.miragicdressing"><img src="https://miniai.live/wp-content/uploads/2024/10/googleplay-300x62.png" style="height: 60px; margin-right: 5px;" title="Google Play"/></a></td> </tr> <tr> <td style="text-align: center; vertical-align: middle;"><a href="facebook.com/profile.php?id=61577373416753"><img src="https://upload.wikimedia.org/wikipedia/commons/thumb/8/89/Facebook_Logo_%282019%29.svg/2560px-Facebook_Logo_%282019%29.svg.png" style="height: 60px; margin-right: 5px;" title="facebook"/></a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://www.instagram.com/miragic.ai/#"><img src="https://www.columbustexaslibrary.net/kids-teens/instagramlogo.png/@@images/image.png" style="height: 60px; margin-right: 5px;" title="Instagram"/></a></td> <td style="text-align: center; vertical-align: middle;"><a href="https://www.tiktok.com/@miragic.ai"><img src="https://upload.wikimedia.org/wikipedia/commons/thumb/b/b6/Tiktok_logo_text.svg/2560px-Tiktok_logo_text.svg.png" style="height: 60px; margin-right: 5px;" title="Tiktok"/></a></td> </tr> </table> </div>

A Curated List of Virtual Try-on (VTON) Research! <img src='awesome.png' width='37'>

A curated list of awesome research papers, projects, code, datasets, workshops, etc. related to virtual try-on (VTON).

• Prompt-based Virtual Try-on
• Image-based (2D) Virtual Try-on
• 3D Virtual Try-on
• Mix-and-match Virtual Try-On
• In-the-wild Virtual Try-On
• Multi-Pose Guided Virtual Try-on
• Video Virtual Try-on
• Non-clothing Virtual Try-on
• Pose-Guided Human Synthesis
• Datasets for Virtual Try-on
• Related Conference Workshops
• Demos
• Related Repositories

Prompt-based Virtual Try-on

ControlNet

• ControlNet - Hint: Use the clothing image as the image input and provide the human description in the text prompt or vice versa.
• EditAnything - Hint: Use a reference fashion image as input and provide your desired changes in the text prompt.

Stable-Diffusion

• Stable-DreamFusion - Hint: Use the Image-conditioned 3D Generation option to edit your fashion images.
• ThreeStudio - Hint: Use different models for generating output from the image-conditioned text prompts for fashion image editing.

Image-based (2D) Virtual Try-on

AAAI 2025

• MV-VTON: Multi-View Virtual Try-On with Diffusion Models - Paper, Code/Data, Project

CVPR 2024

• StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On - Project, Code/Data/Model
• CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model - Paper, Project
• Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On - Project/Code
• PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns - Project/Code
• M&M VTO: Multi-Garment Virtual Try-On and Editing - Project

AAAI 2024

• Towards Squeezing-Averse Virtual Try-On via Sequential Deformation - Paper, Code

WACV 2024

• Wearing the Same Outfit in Different Ways -- A Controllable Virtual Try-on Method - Paper
• GC-VTON: Predicting Globally Consistent and Occlusion Aware Local Flows with Neighborhood Integrity Preservation for Virtual Try-on - Paper

ICCV 2023

• Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing - Paper, Code
• Size Does Matter: Size-aware Virtual Try-on via Clothing-oriented Transformation Try-on Network - Paper, Code
• Virtual Try-On with Pose-Garment Keypoints Guided Inpainting - Paper, Code

CVPR 2023

• GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning - Paper, Code, Project
• Linking Garment with Person via Semantically Associated Landmarks for Virtual Try-On - Paper
• TryOnDiffusion: A Tale of Two UNets - Paper, Project

NeurIPS 2022

• Towards Hard-pose Virtual Try-on via 3D-aware Global Correspondence Learning - Paper, Project

WACV 2022

• C-VTON: Context-Driven Image-Based Virtual Try-On Network - Paper, Code/Model/Data

ECCV 2022

• Dress Code: High-Resolution Multi-Category Virtual Try-On - Paper, Code/Data
• High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions - Paper, Code/Model
• Single Stage Virtual Try-on via Deformable Attention Flows - Paper, Code/Model

CVPR 2022

• Full-Range Virtual