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zhangyuelong's Projects

segmentation icon segmentation

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

segnet icon segnet

SegNet implementation in Tensorflow

segnet-tutorial icon segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

selfdrivingcar-extendedkalmanfilter icon selfdrivingcar-extendedkalmanfilter

This project aims to estimate vehicle's position and velocity with extended Kalman filter. A simulation based on C++ is performed with measurement collected from Laser and Radar sensors, the estimated position and velocities are compared with ground truth value and calculated in RMSE.

semseg icon semseg

常用的语义分割架构结构综述以及代码复现

sensor-fusion icon sensor-fusion

Filters: KF, EKF, UKF || Process Models: CV, CTRV || Measurement Models: Radar, Lidar

sensorfusion icon sensorfusion

Combining sensor inputs from camera/lidar/radar to detect, track moving vehicles and estimate their speed and direction.

shelfnet icon shelfnet

implementation of a CNN model for semantic segmentation

slam-book icon slam-book

这是一本关于SLAM的书稿,希望能清楚的介绍SLAM系统中的使用的几何方法和深度学习方法。书稿最后应该会达到400页左右,书稿每章对应的代码也会被整理出来。

street-segmentation-toolkit icon street-segmentation-toolkit

Street segmentation toolkit (sst) is a Python package which provids the functionallity to easily segmentation road-data.

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