README.md

metadata

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.

✨ 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