LISA: Laboratory for Intelligent & Safe Automobiles Datasets

The Laboratory for Intelligent and Safe Automobiles (LISA) is a multidisciplinary effort to explore innovative approaches to making future automobiles safer and "intelligent". These LISA datasets include traffic signs, vehicular detection, traffic lights, and trajectory patterns.

Please reference the associated publications if you use a dataset.

Notice for using the LISA datasets: UC Copyright Notice These datasets are Copyright © 2014 The Regents of the University of California. All Rights Reserved. Permission to copy, modify, and distribute these datasets and its documentation for educational, research and non-profit purposes, without fee, and without a written agreement is hereby granted, provided that the above copyright notice, this paragraph and the following three paragraphs appear in all copies. Permission to make commercial use of these datasets may be obtained by contacting: Technology Transfer Office 9500 Gilman Drive, Mail Code 0910 University of California La Jolla, CA 92093-0910 (858) 534-5815 This datasets and documentation are copyrighted by The Regents of the University of California. The datasets and documentation are supplied "as is", without any accompanying services from The Regents. The Regents does not warrant that the operation of the program will be uninterrupted or error-free. The end-user understands that the program was developed for research purposes and is advised not to rely exclusively on the program for any reason. IN NO EVENT SHALL THE UNIVERSITY OF CALIFORNIA BE LIABLE TO ANY PARTY FOR DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, INCLUDING LOST PROFITS, ARISING OUT OF THE USE OF THESE DATASETS AND ITS DOCUMENTATION, EVEN IF THE UNIVERSITY OF CALIFORNIA HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. THE UNIVERSITY OF CALIFORNIA SPECIFICALLY DISCLAIMS ANY WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE DATASETS PROVIDED HEREUNDER IS ON AN "AS IS" BASIS, AND THE UNIVERSITY OF CALIFORNIA HAS NO OBLIGATIONS TO PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS, OR MODIFICATIONS.

Data and Resources

Additional Info

Field Value
Source University of California
Maintainer Prof. Mohan Trivedi
Associated Tasks Classification and Detection
Number of Instances Multiple datasets with different number of instances
Package Description Multiple datasets with different features
Dataset has missing values False