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王国军's Projects

pointcnn icon pointcnn

CNN Generalized for Consuming Point Cloud Data

pointnet icon pointnet

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

pointnet2 icon pointnet2

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

ppfmap icon ppfmap

Point Pair Features are used for rigid object detection in point clouds

project-8--kidnapped-vehicle-using-particle-filter icon project-8--kidnapped-vehicle-using-particle-filter

Implemented a two-dimensional particle filter in C++ capable of localizing a vehicle within desired accuracy and time. Combined known map waypoints with simulated LiDAR data and vehicle pose transformations to achieve accurate localization.

pykitti icon pykitti

Python tools for working with KITTI data.

pypcd icon pypcd

PCL pcd fileformat i/o in Python

se-ssd icon se-ssd

SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud, CVPR 2021.

semanticsoftsegmentation icon semanticsoftsegmentation

Spectral segmentation described in Aksoy et al., "Semantic Soft Segmentation", ACM TOG (Proc. SIGGRAPH), 2018

soft-nms_cascade-rcnn icon soft-nms_cascade-rcnn

A Tensorflow implementation of Soft-NMS Cascade R-CNN: Delving into High Quality Object Detection.

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