Shypd.aiThe largest open index of AI toolsFastGS is an academic research tool that significantly accelerates 3D Gaussian Splatting training. It achieves state-of-the-art results in approximately 100 seconds while maintaining high rendering quality.
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FastGS is an acceleration framework designed to supercharge 3D Gaussian Splatting training, enabling state-of-the-art results within 100 seconds. This represents a substantial speed improvement, being 3.32 times faster than DashGaussian on the Mip-NeRF 360 dataset and offering a 15.45 times acceleration compared to vanilla 3DGS on Deep Blending. Despite its rapid training, FastGS maintains comparable rendering quality to other state-of-the-art methods. The framework is highly versatile, seamlessly integrating with various backbones like Vanilla 3DGS, Scaffold-GS, and Mip-splatting. It is also proven effective across multiple tasks, including dynamic scenes, surface reconstruction, sparse-view, large-scale, and SLAM tasks. FastGS is memory-efficient, requiring low GPU memory, and offers easy deployment with a simple post-training tool.
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