xingnan zhou's repositories
Pedestrian-Trajectories-Prediction-with-RNN
Used LSTM and GRU for RNN, KNN for linear regression
carla
Open-source simulator for autonomous driving research.
darknet
Convolutional Neural Networks
Deep-Learning-Coursera
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
examples
TensorFlow examples
flow
Computational framework for reinforcement learning in traffic control
inD-dataset
The goal of this repo is to make the inD dataset as easy to use as possible. For this purpose we provide source code in Python, which allows the import and visualization of the dataset.
learnopencv
Learn OpenCV : C++ and Python Examples
models
Models and examples built with TensorFlow
nd013-c1-vision-starter-main
Course Submission Material for Resnet based object detection for Udacity Self Driving NanoDegree.
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
SSAM
SSAM3 is used to perform safety analysis of traffic facilities combining with microsimulation software. This technique may be of use to researchers, transportation engineers, and safety engineers. There are two versions of SSAM3, single threading version (SSAM3.exe) and multi-threading version (SSAM3M.exe).
Using-VISSIM-External-Driver-Model-DLL-for-Modeling-Mixed-Traffic-with-Both-Automated-Vehicles-and-H
Using VISSIM External Driver Model DLL for Modeling Mixed Traffic with Both Automated Vehicles and Human-Driven Vehicles
waymo-open-dataset
Waymo Open Dataset