---
license: creativeml-openrail-m
library_name: diffusers
pipeline_tag: image-to-image
base_model: stable-diffusion-v1-5/stable-diffusion-v1-5
tags:
- virtual-try-on
- image-editing
- multi-view
- human
- vton360
- cvpr-2025
- arxiv:2503.12165
---

# VTON360 checkpoint for MVHumanNet

This repository contains the `checkpoint-40000` model bundle for the
MVHumanNet experiment released with **VTON 360: High-Fidelity Virtual Try-On
from Any Viewing Direction** (CVPR 2025).

Use it with the custom implementation in the
[official VTON360 repository](https://github.com/scnuhealthy/VTON360). The
repository README instructs users to place this checkpoint under
`src/multiview_consist_edit/checkpoints` and run
`src/multiview_consist_edit/infer_tryon_multi.py`.

```python
from huggingface_hub import snapshot_download

snapshot_download(
    repo_id="nielsr/VTON360-MVHumanNet",
    local_dir="src/multiview_consist_edit/checkpoints/mvhumannet_tryon_mvattn_multi",
)
```

The released configuration also expects:

- [`stable-diffusion-v1-5/stable-diffusion-v1-5`](https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5)
- [`stabilityai/sd-vae-ft-mse`](https://huggingface.co/stabilityai/sd-vae-ft-mse)
- [`openai/clip-vit-base-patch32`](https://huggingface.co/openai/clip-vit-base-patch32)

## Provenance and attribution

- Official code: https://github.com/scnuhealthy/VTON360
- Project page: https://scnuhealthy.github.io/VTON360/
- Paper: https://huggingface.co/papers/2503.12165
- arXiv: https://arxiv.org/abs/2503.12165
- Original Baidu release: https://pan.baidu.com/s/1Onu7BIFzOppRSzO97ZmlmQ (code `mahx`)
- Community Hub source used for this mirror: https://huggingface.co/NTUST-DDRC/mvhumannet_tryon_mvattn_multi

The checkpoint is a derivative of Stable Diffusion v1.5 and retains the
CreativeML Open RAIL-M license. Users must also follow the licenses and terms
of VTON360, its code dependencies, and the underlying MVHumanNet data.