WSTao's repositories

3D-LiDAR-annotator

3D LiDAR annotation tool using ray tracing and bounding boxes.

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3D_CNN_tensorflow

KITTI data processing and 3D CNN for Vehicle Detection

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apollo

An open autonomous driving platform

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awesome-lane-detection

A paper list of lane detection.

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awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

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caffe-fast-rcnn

Caffe fork that supports Fast R-CNN

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Codes-for-Lane-Detection

Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)

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Det3D

A general purpose 3D object detection codebse.

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kitti-velodyne-viewer

view kitti lidar point cloud with bounding box label

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kitti_object_vis

KITTI Object Visualization (Birdview, Volumetric LiDar point cloud )

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libfacedetection

An open source library for face detection in images. The face detection speed can reach 1500FPS.

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lidar-object-detection

LiDAR object detection based on RANSAC, k-d tree

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lidar2rosbag_KITTI

A simple way to convert KITTI LiDAR data to rosbag.

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Lidar_Perception_Apollo

将Apollo3.0中的Lidar感知流程Python感知更新至此仓库,包括单帧识别与动态识别

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ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

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OpenCV-Practical-Exercise

OpenCV practical exercise

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pcl-ground-filter

Progressive Morphological Filter for Ground Extraction of Lidar Data using PCL

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pointnet

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

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ROS-Academy-for-Beginners

**大学MOOC《机器人操作系统入门》课程代码示例

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Semantic-Segmentation-Suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

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SqueezeSeg

Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation

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SqueezeSegV2

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

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zed-yolo

3D Object detection using Yolo and the ZED in Python and C++

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