---
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