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Validation Sub-Datasets for UAV Aerial Navigation
The validation sub-datasets contain 200 images with exactly one visible gate, no visible gate in front, and multiple gates visible. -
Perception and Control Datasets for UAV Aerial Navigation
The perception dataset Dp contains 300k images where a gate is visible and gate-pose annotations are available. The control component uses a dataset Dc of 17k images with UAV... -
Wearable Travel Aid for Environment Perception and Navigation of Visually Imp...
A wearable assistive device for visually impaired people to navigate safely and quickly in unfamiliar environments, as well as perceive the complicated environment to... -
Multiagent Navigation Task Environment
The dataset used in this paper is a multiagent navigation task environment. Two robots must navigate to their respective targets while avoiding collisions with each other. The... -
Replay Buffer
The dataset used in the paper is a replay buffer containing observations from a navigation task. -
Environment Optimization for Multi-Agent Navigation
The dataset used in the paper is a 2-D environment with a starting region S, a destination region D, and an obstacle region ∆. The environment is described by a starting region... -
Dynamic Attitude Estimation Improvement for Low-cost MEMS IMU by Integrating ...
This paper proposes a low-cost six Degree-of-Freedom (6-DOF) navigation system for small aerial robots based on the integration of Global Position System (GPS) receiver with... -
Google Maps demonstration dataset
The dataset used in this paper is a large-scale demonstration dataset containing 110M and 10M training and validation samples, respectively. -
Room-for-Room
The Room-for-Room (R4R) dataset for instruction conditioned navigation -
Room-to-Room
The Room-to-Room dataset is a photo-realistic dataset for vision-and-language navigation, where agents navigate through indoor environments based on natural language instructions. -
General Evaluation for Instruction Conditioned Navigation using Dynamic Time ...
The dataset for instruction conditioned navigation using dynamic time warping -
Nordland Railway dataset
The Nordland Railway dataset is a large-scale driving dataset that includes a 728km train journey from Trondheim to Bodø in Nordland, Norway, recorded four times, once per season. -
Room-to-Room (R2R) dataset
The Room-to-Room (R2R) dataset is a benchmark for vision-and-language navigation tasks. It consists of 7,189 paths sampled from its navigation graphs, each with three... -
Gridworld, Torus, and Four Rooms Environments
The dataset used in the paper is a set of environments with different topological properties, including a gridworld, a torus, and a four rooms environment. The agent is tasked... -
Learning to Home
A dataset for visual homing algorithm, using omnidirectional images and convolutional neural network -
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. -
Magnetic Anomaly-based Navigation Dataset
The dataset used for the magnetic anomaly-based navigation problem, containing a scalar magnetometer measurements and a priori magnetic field map.