Official code for ICCV2021 paper "M3D-VTON: A Monocular-to-3D Virtual Try-on Network" Paper | Supplementary | MPV3D Dataset | Pretrained Models. After downloading the MPV3D Dataset, please run the following script to preprocess the data:

本文提出了一种 Monocular-to-3D Virtual Try-On Network (M3D-VTON) 的多姿态图像虚拟试衣方法，兼顾了2D与3D方法的优点。 主要是利用所提出的 Monocular Prediction Module (MPM) 从图像中估计目标人体分割图、深度图来同时获得2D与3D的辅助信息，并且通过 Depth Refinement Module (DRM ...

M3D-VTON: A Monocular-to-3D Virtual Try-On Network; Metrics computed using PyTorch FID and PyTorch SSIM packages.

2021年8月11日 · In this paper, we propose a novel Monocular-to-3D Virtual Try-On Network (M3D-VTON) that builds on the merits of both 2D and 3D approaches. By integrating 2D information efficiently and learning a mapping that lifts the 2D representation to 3D, we make the first attempt to reconstruct a 3D try-on mesh only taking the target clothing and a ...

To address the above limitation of 2D/3D approaches, we propose a light-weight yet effective Monocular-to-3D Virtual Try-On Network (M3D-VTON), which integrates both 2D image-based virtual try-on and 3D depth estima-tion to reconstruct the final 3D try-on mesh. M3D-VTON consists of three modules as shown in Fig. 2.

In this work, we propose a computational efficient Monocular-to-3D Virtual Try-On Network (M3D-VTON) that builds on the merits of both 2D and 3D approaches to produce the 3D try-on mesh from 2D information. Our M3D-VTON decomposes the 3D try-on task into a 2D try-on and a body depth estimation problem.

2024年6月7日 · M3D-VTON利用先进的深度学习技术，能够将任意衣物图像精确地贴合到指定人物模型上，生成具有立体感的三维试穿效果。项目包括三个主要模块：MTM（Model Transfer Module）、DRM（Depth Recovery Module）和TFM（Texture Fusion Module），逐步完成从二维到三维的转换。 项目技术 ...

m3d-vton作为一种高效且实用的3d虚拟试穿解决方案，其结合2d和3d技术、自适应预对齐策略以及深度梯度约束，不仅提升了用户体验，还为未来的虚拟购物和时尚领域开辟了新的可能性。

In this paper, we propose a novel Monocular-to-3D Virtual Try-On Network (M3D-VTON) that builds on the merits of both 2D and 3D approaches. By integrating 2D information efficiently and learning a mapping that lifts the 2D representation to 3D, we make the first attempt to reconstruct a 3D try-on mesh only taking the target clothing and a ...

2021年10月1日 · Due to our two-stage warping strategy, M3D-VTON more accurately preserves the clothing texture, and synthesizes body parts precisely through the collaborative guidance of