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Yuxuan Liu's Projects

arflow icon arflow

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

autoware icon autoware

Autoware - the world's leading open-source software project for autonomous driving

bayesian-belief-networks icon bayesian-belief-networks

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

centernet icon centernet

Object detection, 3D detection, and pose estimation using center point detection:

dgp_visualize icon dgp_visualize

visualizing DGP in ROS. Basically same formats with other visualization methods

final_design_ws icon final_design_ws

Final year project. Simulation with dbw_mkz tool box , Controller design, lane recognition, lane tracking and more

fsnet icon fsnet

Full Scale Monocular Depth Prediction. Official Implementation of "FSNet: Redesign Self-Supervised MonoDepth for Full-Scale Depth Prediction for Autonomous Driving" https://arxiv.org/abs/2304.10719

hacking_dbw_mkz icon hacking_dbw_mkz

Hacking into Dataspeed ADAS Development Vehicle Kit. Try to open up the semi-open-source simulation.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kitti_visualize icon kitti_visualize

Visualize KITTI sequences and object detection benchmark on ROS with full tf support.

launch icon launch

Tools for launching multiple processes and for writing tests involving multiple processes.

localpdfsummarizer icon localpdfsummarizer

a purely simple local attempt for summarizing academic PDF with learning-based tool-box.

matplotlib-cpp icon matplotlib-cpp

Extremely simple yet powerful header-only C++ plotting library built on the popular matplotlib

monodepth_ros icon monodepth_ros

MonoDepth ROS Node. Used with FSNet https://github.com/Owen-Liuyuxuan/FSNet

monoflex icon monoflex

Released code for Objects are Different: Flexible Monocular 3D Object Detection, CVPR21

mvision icon mvision

机器人视觉 无人驾驶 视觉SLAM ORB LSD SVO DSO 深度学习目标检测yolov3 行为检测 opencv PCL 双目视觉

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