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OpenMMLab Detection Toolbox and Benchmark

Python 32,185 9,832 Updated Aug 21, 2024

TartanVO: A Generalizable Learning-based VO

Python 274 57 Updated Aug 2, 2024
Python 2,089 468 Updated May 16, 2024

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Python 3,574 930 Updated Aug 26, 2022

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Python 5,304 1,490 Updated Nov 30, 2023
Python 293 44 Updated Feb 12, 2022

PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection, CVPR 2020.

184 15 Updated Aug 3, 2020

VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection

Python 18 6 Updated Dec 23, 2019

SECOND for KITTI/NuScenes object detection

Python 1,775 716 Updated Oct 14, 2022

Open3D: A Modern Library for 3D Data Processing

C++ 13,120 2,504 Updated Nov 23, 2025

Ultralytics YOLO 🚀

Python 50,101 9,674 Updated Dec 18, 2025

Datasets, Transforms and Models specific to Computer Vision

Python 17,381 7,184 Updated Dec 18, 2025

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

Python 5,381 1,409 Updated Oct 8, 2025