A Curated List of Awesome Virtual Try-on (VTON) Research!
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
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
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
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 Try-On with Recurrent Tri-Level Transform - Paper, Project
- Style-Based Global Appearance Flow for Virtual Try-On - Paper, Code/Model
- Weakly Supervised High-Fidelity Clothing Model Generation - Paper, Code/Model
- Dressing in the Wild by Watching Dance Videos - Paper, Project
CVPRW 2022
- Dual-Branch Collaborative Transformer for Virtual Try-On - Paper
- Dress Code: High-Resolution Multi-Category Virtual Try-On - Paper, Code/Data
ICCV 2021
- Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing - Paper, Code, Colab
- ZFlow: Gated Appearance Flow-based Virtual Try-on with 3D Priors - Paper
- FashionMirror: Co-attention Feature-remapping Virtual Try-on with Sequential Template Poses - Paper
CVPR 2021
- Parser-Free Virtual Try-on via Distilling Appearance Flows - Paper, Code/Data/Model
- VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware Normalization - Paper, Code/Model
- Disentangled Cycle Consistency for Highly-realistic Virtual Try-On - Paper, Code/Data/Model
- Toward Accurate and Realistic Outfits Visualization with Attention to Details - Paper, Demo
ACCV 2020
- CloTH-VTON: Clothing Three-dimensional reconstruction for Hybrid image-based Virtual Try-ON - Paper, Project
ECCV 2020
- Do Not Mask What You Do Not Need to Mask: a Parser Free Virtual Try-On - Paper
CVPR 2020
- Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content - Paper/Code/Data
- Image Based Virtual Try-On Network From Unpaired Data - Paper
- Semantically Multi-modal Image Synthesis - Paper/Code/Model
CVPRW 2020
- CP-VTON+: Clothing Shape and Texture Preserving Image-Based Virtual Try-On - Paper/Code/Data/Model
- 3D Reconstruction of Clothes using a Human Body Model and its Application to Image-based Virtual Try-On - Paper/Project
ICCV 2019
- VTNFP: An Image-Based Virtual Try-On Network With Body and Clothing Feature Preservation - Paper
- ClothFlow: A Flow-Based Model for Clothed Person Generation - Paper
ICCVW 2019
- UVTON: UV Mapping to Consider the 3D Structure of a Human in Image-Based Virtual Try-On Network, Paper
- LA-VITON: A Network for Looking-Attractive Virtual Try-On - Paper
- Robust Cloth Warping via Multi-Scale Patch Adversarial Loss for Virtual Try-On Framework - Paper
- Powering Virtual Try-On via Auxiliary Human Segmentation Learning - Paper
- Generating High-Resolution Fashion Model Images Wearing Custom Outfits - Paper
ECCV 2018
- Toward Characteristic-Preserving Image-based Virtual Try-On Network - Paper, Code
- SwapNet: Garment Transfer in Single View Images - Paper, Code (community contribution)
CVPR 2018
- VITON: An Image-based Virtual Try-on Network - Paper, Code/Model
Others
- CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models - Paper, Code
- IMAGDressing-v1: Customizable Virtual Dressing - Demo, code, Project
- Magic Clothing: Controllable Garment-Driven Image Synthesis - Paper, Code
- IDM-VTON: Improving Diffusion Models for Authentic Virtual Try-on in the Wild - Demo, Paper, Project
- OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on - Code
- Outfit Anyone: Ultra-high quality virtual try-on for Any Clothing and Any Person - Project
- Street TryOn: Learning In-the-Wild Virtual Try-On from Unpaired Person Images -Paper,