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V2AI/Det3D

A PyTorch 3D object detection toolbox implementing PointPillars, SECOND, and PIXOR for autonomous driving benchmarks.

1.6k stars Python Computer VisionML Frameworks
Det3D
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Det3D is a general-purpose 3D object detection codebase built on PyTorch. It provides off-the-shelf implementations of point-based and voxel-based detection algorithms including PointPillars and SECOND, with state-of-the-art results on KITTI and nuScenes benchmarks. The codebase supports multiple datasets, distributed training via DDP, and synchronized batch normalization for autonomous driving research.

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