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fastgs
Goodsleepeverday/fastgs
fastgs is a image-to-3d model from Goodsleepeverday. Use it for the image-to-3d task on the model card, and read the license before you ship it in a product. It is set up for fastgs. The card lists the license as mit.
<div align="center" <h1FastGS: Training 3D Gaussian Splatting in 100 Seconds</h1
Access
Public
Updated Nov 17, 2025
Repo size
7.6 GB
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At a glance
- Task
- Image-to-3D
- Library
- fastgs
- License
- mit
- Access
- Public
- Created
- Nov 17, 2025
- Updated
- Nov 17, 2025
- SHA
- 982b80f5
Base models
Model card
From the Hugging Face model README
<div align="center">
<h1>FastGS: Training 3D Gaussian Splatting in 100 Seconds</h1>
🌐 Homepage | 📄 Paper | 🖥️ GitHub
</div> <p align="center"> <img src="assets/teaser_fastgs.jpg" width="800px"/> </p>🚀 What Makes FastGS Special?
FastGS is a general acceleration framework that supercharges 3D Gaussian Splatting training while maintaining Comparable rendering quality. Our method stands out with:
- ⚡ Blazing Fast Training: Achieve SOTA results within 100 seconds. 3.32× faster than DashGaussian on Mip-NeRF 360 dataset. 15.45× acceleration vs vanilla 3DGS on Deep Blending.
- ⚡ High fidelity: Comparable rendering quality with SOTA methods
- 🎯 Easy Integration: Seamlessly integrates with various backbones (Vanilla 3DGS, Scaffold-GS, Mip-splatting, etc.)
- 🛠️ Multi-Task Ready: Proven effective across dynamic scenes, surface reconstruction, sparse-view, large-scale, and SLAM tasks
- 💡 Memory-Efficient: Low GPU Memory requirements make it accessible for various hardware setups
- 🔧 Easy Deployment: Simple post-training tool for feedforward 3DGS that works out-of-the-box
- Task
- Image-to-3D
- Library
- fastgs
- License
- mit
- Languages
- en
- Created
- Nov 17, 2025
- Updated
- Nov 17, 2025