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Road Segmentation and Surface Measurement Dataset
The dataset used for road width estimation and segmentation from UAV images, surface profile, and road surface measurement from autonomous car perspective. -
Backup Plan Constrained Model Predictive Control with Guaranteed Stability
The dataset used in this paper is a collection of data for path planning of autonomous vehicles under mission uncertainty using model predictive control (MPC). -
Branch Model Predictive Control (MPC) for Interactive Motion Planning
Motion planning for autonomous robots and vehicles in presence of uncontrolled agents remains a challenging problem as the reactive behaviors of the uncontrolled agents must be... -
RainSD + TSIT
A synthetic dataset generated from BDD100K datasets using RainSD module and TSIT. -
AutoRally Dataset
The dataset used in the experiments is the vehicle’s driving environment. -
HighwaySim
A self-driving vehicle (SDV) must be able to perceive its surroundings and predict the future behavior of other traf-fic participants. -
Argoverse 2 Sensor
A self-driving vehicle (SDV) must be able to perceive its surroundings and predict the future behavior of other traf-fic participants. -
NuPlan: A Closed-Loop ML-Based Planning Benchmark for Autonomous Vehicles
The NuPlan dataset is a closed-loop motion planning benchmark for autonomous vehicles. -
KITTI tracking dataset
KITTI tracking dataset provides 21 training and 29 test sequences. The dataset provides 2D bounding box annotations for cars, pedestrians, and 6 other classes, but only the... -
Vehicle Models and Obstacle Avoidance Formulations
The dataset used in this paper is a set of vehicle models and obstacle avoidance formulations. -
Miles Driven Dataset
The dataset used in this paper is a collection of miles driven data from autonomous vehicles. -
Disengagement Events Dataset
The dataset used in this paper is a collection of disengagement events data from autonomous vehicles. -
LiDAR Dataset for End-to-End Navigation
A real-world dataset for LiDAR-based end-to-end navigation, consisting of 32km of driving data with 29km for training and 3km for testing. -
DeFIX Dataset
The DeFIX dataset is generated by driving a rule-based CARLA autopilot to train an Imitation Learning agent. -
TUM City Campus Dataset
TUM-MLS-2016: An annotated mobile lidar dataset of the TUM City Campus for semantic point cloud interpretation in urban areas. -
University of Sydney Campus Dataset
Developing and testing robust autonomy: The university of sydney campus data set. -
Argoverse Dataset
The Argoverse dataset is a large dataset of real-world outdoor driving scenes. -
Autonomous Driving Dataset
The dataset used in the paper is a set of demonstrations for an autonomous driving task, where the robot needs to maneuver through slower traffic. -
NeRF-MVL dataset
Established an object-centric multi-view LiDAR dataset, dubbed NeRF-MVL, with carefully calibrated sensor poses and gathering multi-LiDAR sensor data from real autonomous vehicles.