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title: LGM Tiny
emoji: 🦀
colorFrom: red
colorTo: green
sdk: gradio
sdk_version: 6.15.1
app_file: app.py
pinned: false
license: mit
---
# 🐙 WasabiOctopus / LGM Tiny
A clean and lightweight Hugging Face Space for **single-image to 3D Gaussian asset generation** using [`WasabiOctopus/LGM`](https://huggingface.co/WasabiOctopus/LGM).
## ✨ What it does
Upload a single object image, and the Space generates a `.ply` 3D Gaussian asset that can be previewed directly in the browser.
## 🚀 Best input images
For better results, use images with:
- One centered object
- Clean background
- Clear silhouette
- Good lighting
- Minimal occlusion
Transparent PNG images are supported.
## ⚠️ Limitations
This is a research-oriented 3D generation demo. It may struggle with:
- Thin structures
- Transparent objects
- Hair, fur, wires, or complex topology
- Strong reflections
- Ambiguous back-side geometry
- Production-ready topology or rigging requirements
## 🔗 Links
- Model: https://huggingface.co/WasabiOctopus/LGM
- Original paper: https://arxiv.org/abs/2402.05054
- Original LGM repository: https://github.com/3DTopia/LGM
- Upstream full pipeline: https://huggingface.co/dylanebert/LGM-full |