Everything Virtual Try-On (VTON)

A complete list of awesome research papers, projects, code, demos, datasets, videos, books, workshops, APIs etc. for virtual try-on (VTON).

Research Papers

Image (2D) Virtual Try-On

TryOnDiffusion: A Tale of Two UNets

Website: https://tryondiffusion.github.io/

Research Paper: https://arxiv.org/abs/2306.08276

Implementation: https://github.com/tryonlabs/tryondiffusion(unofficial)

Outfit Anyone: Ultra-high quality virtual try-on for Any Clothing and Any Person

Homepage: https://humanaigc.github.io/outfit-anyone/

Hugging Face Demo: https://huggingface.co/spaces/HumanAIGC/OutfitAnyone

IDM-VTON: Improving Diffusion Models for Authentic Virtual Try-on in the Wild

Website: https://idm-vton.github.io/

Research Paper: https://arxiv.org/abs/2403.05139

Implementation: https://github.com/yisol/IDM-VTON

Hugging Face Demo: https://huggingface.co/spaces/yisol/IDM-VTON

OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on

Research Paper: https://arxiv.org/abs/2403.01779

Implementation: https://github.com/levihsu/OOTDiffusion

Hugging Face Demo: https://huggingface.co/spaces/levihsu/OOTDiffusion

Magic Clothing: Controllable Garment-Driven Image Synthesis

Research Paper: https://arxiv.org/abs/2404.09512

Implementation: https://github.com/ShineChen1024/MagicClothing?

StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On

Website: https://rlawjdghek.github.io/StableVITON/

Research Paper: https://arxiv.org/abs/2312.01725

Implementation: https://github.com/rlawjdghek/StableVITON

Demo Video: https://www.youtube.com/watch?v=x3k4u7F4ReA

Street TryOn: Learning In-the-Wild Virtual Try-On from Unpaired Images

Website: https://cuiaiyu.github.io/StreetTryOn/

Benchmark Repo: https://github.com/cuiaiyu/street-tryon-benchmark

Research Paper: https://arxiv.org/abs/2311.16094

StableGarment: Garment-Centric Generation via Stable Diffusion

Website: https://raywang335.github.io/stablegarment.github.io/

Research Paper: https://arxiv.org/abs/2403.10783

Implementation: https://github.com/logn-2024/StableGarment?tab=readme-ov-file

Hugging Face Demo: https://huggingface.co/spaces/loooooong/StableGarment

DCI-VTON: Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow

Research Paper: https://arxiv.org/abs/2308.06101

Implementation: https://github.com/bcmi/DCI-VTON-Virtual-Try-On

StableGarment: Garment-Centric Generation via Stable Diffusion

Website: https://raywang335.github.io/stablegarment.github.io/

Research Paper: https://arxiv.org/abs/2403.10783

Implementation: https://github.com/logn-2024/StableGarment?tab=readme-ov-file

Hugging Face Demo: https://huggingface.co/spaces/loooooong/StableGarment

CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model

Website: https://zengjianhao.github.io/CAT-DM/

Research Paper: https://arxiv.org/abs/2311.18405

Implementation: https://github.com/zengjianhao/CAT-DM

Towards Squeezing-Averse Virtual Try-On via Sequential Deformation

Website: https://arxiv.org/abs/2312.15861

Research Paper: https://arxiv.org/abs/2312.15861

Implementation: https://github.com/SHShim0513/SD-VITON

Demo Video: https://underline.io/lecture/91963-towards-squeezing-averse-virtual-try-on-via-sequential-deformation

Wearing the Same Outfit in Different Ways -- A Controllable Virtual Try-on Method (WACV 2024)

Website: https://ar5iv.labs.arxiv.org/html/2211.16989

Research Paper: https://arxiv.org/abs/2211.16989

ACDG-VTON: Accurate and Contained Diffusion Generation for Virtual Try-On

Research Paper: https://arxiv.org/abs/2403.13951

GC-VTON: Predicting Globally Consistent and Occlusion Aware Local Flows with Neighborhood Integrity Preservation for Virtual Try-on (WACV 2024)

Research Paper: https://arxiv.org/abs/2311.04932

GP-VTON: Towards General Purpose Virtual Try-on via Collaborative Local-Flow Global-Parsing Learning (CVPR 2023)

Research Paper: https://arxiv.org/abs/2303.13756

Implementation: https://github.com/xiezhy6/GP-VTON

Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On (CVPR2024)

Research Paper: https://arxiv.org/abs/2404.01089v1

Implementation: https://github.com/gal4way/tpd

TryOn-Adapter: Efficient Fine-Grained Clothing Identity Adaptation for High-Fidelity Virtual Try-On

Research Paper: https://arxiv.org/abs/2404.00878

Implementation: https://github.com/jiazheng-xing/tryon-adapter

DM-VTON: Distilled Mobile Real-time Virtual Try-On

Research Paper: https://arxiv.org/abs/2308.13798

Implementation: https://github.com/KiseKloset/DM-VTON

PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns

Research Paper: https://arxiv.org/abs/2312.04534

Implementation: https://github.com/GAP-LAB-CUHK-SZ/PICTURE

Image (3D) Virtual Try-On

GaussianVTON: 3D Human Virtual Try-ON via Multi-Stage Gaussian Splatting Editing with Image Prompting

Research Paper: https://arxiv.org/abs/2405.07472

Implementation: https://github.com/HaroldChen19/GaussianVTON

Image (2D) (Multi-View) Virtual Try-On

MV-VTON: Multi-View Virtual Try-On with Diffusion Models

Research Paper: https://arxiv.org/abs/2404.17364

Implementation: https://github.com/hywang2002/mv-vton