The Blackbird Dataset: A large-scale dataset for UAV perception in aggressive flight
Antonini, Amado and Guerra, Winter and Murali, Varun and Sayre-McCord, Thomas and Karaman, Sertac

BlackbirdDatasetData (747 files)
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Type: Dataset
Tags: Dataset, UAV, aggressive, drone racing, VIO, SLAM, perception

Bibtex:
@inproceedings{antonini2018blackbird,
title= {The Blackbird Dataset: A large-scale dataset for UAV perception in aggressive flight},
author= {Antonini, Amado and Guerra, Winter and Murali, Varun and Sayre-McCord, Thomas and Karaman, Sertac},
booktitle= {2018 International Symposium on Experimental Robotics (ISER)},
year= {2018},
abstract= {The Blackbird unmanned aerial vehicle (UAV) dataset is a large-scale indoor dataset collected using a custom-built quadrotor platform for use in evaluation of agile perception. The dataset contains over 10 hours of flight data from 168 flights over 17 flight trajectories and 5 environments at velocities up to 8.0 m/s. Each flight includes sensor data from 120 Hz stereo and downward-facing photorealistic virtual cameras, 100 Hz IMU, 190 Hz motor speed sensors, and 360 Hz millimeter-accurate motion capture ground truth. Camera images for each flight were photorealistically rendered using FlightGoggles across a variety of environments to facilitate experimentation of perception algorithms. The dataset is available at http://blackbird-dataset.mit.edu.},
keywords= {UAV, aggressive, dataset, drone racing, VIO, SLAM, perception},
terms= {Copyright 2018 Sertac Karaman
    
    Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
    
    The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
    
    THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.},
license= {MIT License},
superseded= {},
url= {http://blackbird-dataset.mit.edu}
}