Shypd.aiThe largest open index of AI toolsgaussian-splatting-lightning is an open-source 3D Gaussian Splatting framework that offers various derived algorithms and an interactive web viewer. It supports multi-GPU training and multiple dataset types for robust 3D scene reconstruction.
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gaussian-splatting-lightning is a comprehensive PyTorch Lightning implementation for 3D Gaussian Splatting, designed for advanced 3D scene reconstruction. It provides a robust framework with support for various derived algorithms, including Deformable Gaussians, Mip-Splatting, LightGaussian, AbsGS/EfficientGS, 2D Gaussian Splatting, and Segment Any 3D Gaussians. The tool features an interactive web viewer that allows users to load multiple models, perform model transformations, edit scenes, and render videos. It supports multiple dataset types like Blender, Colmap, PolyCam, Nerfies, NSVF, and MatrixCity, and includes functionalities for multi-GPU/node training, handling large datasets without OOM errors, and appearance modeling for improved quality with varied image conditions. This makes it ideal for researchers and developers working on complex 3D vision tasks.
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