Update Space configuration

README.md

@@ -1,5 +1,5 @@
 ---
-title: Hunyuan3D-2.0
+title: Hunyuan3D-2 Clone
 emoji: 🌍
 colorFrom: purple
 colorTo: red
@@ -7,223 +7,10 @@ sdk: gradio
 sdk_version: 4.44.1
 app_file: hg_app.py
 pinned: false
-short_description: Text-to-3D and Image-to-3D Generation
 models:
 - tencent/Hunyuan3D-2
 ---
 
+# Hunyuan3D-2 Clone
 
-[中文阅读](README_zh_cn.md)
-[日本語で読む](README_ja_jp.md)
-
-<p align="center"> 
-  <img src="./assets/images/teaser.jpg">
-
-
-</p>
-
-<div align="center">
-  <a href=https://3d.hunyuan.tencent.com target="_blank"><img src=https://img.shields.io/badge/Official%20Site-black.svg?logo=homepage height=22px></a>
-  <a href=https://huggingface.co/spaces/tencent/Hunyuan3D-2  target="_blank"><img src=https://img.shields.io/badge/%F0%9F%A4%97%20Demo-276cb4.svg height=22px></a>
-  <a href=https://huggingface.co/tencent/Hunyuan3D-2 target="_blank"><img src=https://img.shields.io/badge/%F0%9F%A4%97%20Models-d96902.svg height=22px></a>
-  <a href=https://3d-models.hunyuan.tencent.com/ target="_blank"><img src= https://img.shields.io/badge/Page-bb8a2e.svg?logo=github height=22px></a>
-  <a href=https://discord.gg/GuaWYwzKbX target="_blank"><img src= https://img.shields.io/badge/Discord-white.svg?logo=discord height=22px></a>
-  <a href=https://github.com/Tencent/Hunyuan3D-2/blob/main/assets/report/Tencent_Hunyuan3D_2_0.pdf target="_blank"><img src=https://img.shields.io/badge/Report-b5212f.svg?logo=arxiv height=22px></a>
-</div>
-
-
-[//]: # (  <a href=# target="_blank"><img src=https://img.shields.io/badge/Report-b5212f.svg?logo=arxiv height=22px></a>)
-
-[//]: # (  <a href=# target="_blank"><img src= https://img.shields.io/badge/Colab-8f2628.svg?logo=googlecolab height=22px></a>)
-
-[//]: # (  <a href="#"><img alt="PyPI - Downloads" src="https://img.shields.io/pypi/v/mulankit?logo=pypi"  height=22px></a>)
-
-> Join our **[Wechat](#find-us)** and **[Discord](#find-us)** group to discuss and find help from us.
-
-
-<p align="center">
-“ Living out everyone’s imagination on creating and manipulating 3D assets.”
-</p>
-
-## 🔥 News
-
-- Jan 21, 2025: 💬 Enjoy exciting 3D generation on our website [Hunyuan3D Studio](https://3d.hunyuan.tencent.com)!
-- Jan 21, 2025: 💬 Release inference code and pretrained models
-  of [Hunyuan3D 2.0](https://huggingface.co/tencent/Hunyuan3D-2).
-- Jan 21, 2025: 💬 Release Hunyuan3D 2.0. Please give it a try
-  via [huggingface space](https://huggingface.co/spaces/tencent/Hunyuan3D-2)
-  our [official site](https://3d.hunyuan.tencent.com)!
-
-## **Abstract**
-
-We present Hunyuan3D 2.0, an advanced large-scale 3D synthesis system for generating high-resolution textured 3D assets.
-This system includes two foundation components: a large-scale shape generation model - Hunyuan3D-DiT, and a large-scale
-texture synthesis model - Hunyuan3D-Paint.
-The shape generative model, built on a scalable flow-based diffusion transformer, aims to create geometry that properly
-aligns with a given condition image, laying a solid foundation for downstream applications.
-The texture synthesis model, benefiting from strong geometric and diffusion priors, produces high-resolution and vibrant
-texture maps for either generated or hand-crafted meshes.
-Furthermore, we build Hunyuan3D-Studio - a versatile, user-friendly production platform that simplifies the re-creation
-process of 3D assets. It allows both professional and amateur users to manipulate or even animate their meshes
-efficiently.
-We systematically evaluate our models, showing that Hunyuan3D 2.0 outperforms previous state-of-the-art models,
-including the open-source models and closed-source models in geometry details, condition alignment, texture quality, and
-e.t.c.
-
-
-
-<p align="center">
-  <img src="assets/images/system.jpg">
-</p>
-
-## ☯️ **Hunyuan3D 2.0**
-
-### Architecture
-
-Hunyuan3D 2.0 features a two-stage generation pipeline, starting with the creation of a bare mesh, followed by the
-synthesis of a texture map for that mesh. This strategy is effective for decoupling the difficulties of shape and
-texture generation and also provides flexibility for texturing either generated or handcrafted meshes.
-
-<p align="left">
-  <img src="assets/images/arch.jpg">
-</p>
-
-### Performance
-
-We have evaluated Hunyuan3D 2.0 with other open-source as well as close-source 3d-generation methods.
-The numerical results indicate that Hunyuan3D 2.0 surpasses all baselines in the quality of generated textured 3D assets
-and the condition following ability.
-
-| Model                   | CMMD(⬇)   | FID_CLIP(⬇) | FID(⬇)      | CLIP-score(⬆) |
-|-------------------------|-----------|-------------|-------------|---------------|
-| Top Open-source Model1  | 3.591     | 54.639      | 289.287     | 0.787         |
-| Top Close-source Model1 | 3.600     | 55.866      | 305.922     | 0.779         |
-| Top Close-source Model2 | 3.368     | 49.744      | 294.628     | 0.806         |
-| Top Close-source Model3 | 3.218     | 51.574      | 295.691     | 0.799         |
-| Hunyuan3D 2.0           | **3.193** | **49.165**  | **282.429** | **0.809**     |
-
-Generation results of Hunyuan3D 2.0:
-<p align="left">
-  <img src="assets/images/e2e-1.gif"  height=250>
-  <img src="assets/images/e2e-2.gif"  height=250>
-</p>
-
-### Pretrained Models
-
-| Model                | Date       | Huggingface                                            |
-|----------------------|------------|--------------------------------------------------------| 
-| Hunyuan3D-DiT-v2-0   | 2025-01-21 | [Download](https://huggingface.co/tencent/Hunyuan3D-2) |
-| Hunyuan3D-Paint-v2-0 | 2025-01-21 | [Download](https://huggingface.co/tencent/Hunyuan3D-2) |
-
-## 🤗 Get Started with Hunyuan3D 2.0
-
-You may follow the next steps to use Hunyuan3D 2.0 via code or the Gradio App.
-
-### Install Requirements
-
-Please install Pytorch via the [official](https://pytorch.org/) site. Then install the other requirements via
-
-```bash
-pip install -r requirements.txt
-# for texture
-cd hy3dgen/texgen/custom_rasterizer
-python3 setup.py install
-cd hy3dgen/texgen/differentiable_renderer
-bash compile_mesh_painter.sh
-```
-
-### API Usage
-
-We designed a diffusers-like API to use our shape generation model - Hunyuan3D-DiT and texture synthesis model -
-Hunyuan3D-Paint.
-
-You could assess **Hunyuan3D-DiT** via:
-
-```python
-from hy3dgen.shapegen import Hunyuan3DDiTFlowMatchingPipeline
-
-pipeline = Hunyuan3DDiTFlowMatchingPipeline.from_pretrained('tencent/Hunyuan3D-2')
-mesh = pipeline(image='assets/demo.png')[0]
-```
-
-The output mesh is a [trimesh object](https://trimesh.org/trimesh.html), which you could save to glb/obj (or other
-format) file.
-
-For **Hunyuan3D-Paint**, do the following:
-
-```python
-from hy3dgen.texgen import Hunyuan3DPaintPipeline
-from hy3dgen.shapegen import Hunyuan3DDiTFlowMatchingPipeline
-
-# let's generate a mesh first
-pipeline = Hunyuan3DDiTFlowMatchingPipeline.from_pretrained('tencent/Hunyuan3D-2')
-mesh = pipeline(image='assets/demo.png')[0]
-
-pipeline = Hunyuan3DPaintPipeline.from_pretrained('tencent/Hunyuan3D-2')
-mesh = pipeline(mesh, image='assets/demo.png')
-```
-
-Please visit [minimal_demo.py](minimal_demo.py) for more advanced usage, such as **text to 3D** and **texture generation
-for handcrafted mesh**.
-
-### Gradio App
-
-You could also host a [Gradio](https://www.gradio.app/) App in your own computer via:
-
-```bash
-python3 gradio_app.py
-```
-
-Don't forget to visit [Hunyuan3D](https://3d.hunyuan.tencent.com) for quick use, if you don't want to host yourself.
-
-## 📑 Open-Source Plan
-
-- [x] Inference Code
-- [x] Model Checkpoints
-- [x] Technical Report
-- [ ] ComfyUI
-- [ ] TensorRT Version
-
-## 🔗 BibTeX
-
-If you found this repository helpful, please cite our reports:
-
-```bibtex
-@misc{hunyuan3d22025tencent,
-    title={Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation},
-    author={Tencent Hunyuan3D Team},
-    year={2025},
-}
-
-@misc{yang2024tencent,
-    title={Tencent Hunyuan3D-1.0: A Unified Framework for Text-to-3D and Image-to-3D Generation},
-    year={2024},
-    author={Tencent Hunyuan3D Team},
-    eprint={2411.02293},
-    archivePrefix={arXiv},
-    primaryClass={cs.CV}
-}
-```
-
-## Acknowledgements
-
-We would like to thank the contributors to
-the [DINOv2](https://github.com/facebookresearch/dinov2), [Stable Diffusion](https://github.com/Stability-AI/stablediffusion), [FLUX](https://github.com/black-forest-labs/flux), [diffusers](https://github.com/huggingface/diffusers), [HuggingFace](https://huggingface.co), [CraftsMan3D](https://github.com/wyysf-98/CraftsMan3D),
-and [Michelangelo](https://github.com/NeuralCarver/Michelangelo/tree/main) repositories, for their open research and
-exploration.
-
-## Find Us
-
-| Wechat Group | Xiaohongshu | X | Discord |
-|--------------|-------------|---|---------|
-|              |             |   |         |        
-
-## Star History
-
-<a href="https://star-history.com/#Tencent/Hunyuan3D-2&Date">
- <picture>
-   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=Tencent/Hunyuan3D-2&type=Date&theme=dark" />
-   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=Tencent/Hunyuan3D-2&type=Date" />
-   <img alt="Star History Chart" src="https://api.star-history.com/svg?repos=Tencent/Hunyuan3D-2&type=Date" />
- </picture>
-</a>
+This is a clone of the original Hunyuan3D-2 Space by Tencent.