UAV123 Dataset

A Benchmark and Simulator for UAV Tracking

Details

Video captured from low-altitude UAVs is inherently different from video in popular tracking datasets like OTB50, OTB100, VOT2014, VOT2015, TC128, and ALOV300++. Therefore, we propose a new dataset (UAV123) with sequences from an aerial viewpoint, a subset of which is meant for long-term aerial tracking (UAV20L). Our new UAV123 dataset contains a total of 123 video sequences and more than 110K frames making it the second largest object tracking dataset after ALOV300++. All sequences are fully annotated with upright bounding boxes. The dataset can easily be integrated with the visual tracker benchmark . It includes all bounding box and attribute annotations for the UAV dataset. Please also download the modified tracker benchmark with the modified  files "configSeqs.m" and "configTrackers.m" containing the sequence and tracker configuration. Also note that the file "perfPlot.m"  was adapted for evaluation according to the attributes described in the paper. 

The complete UAV123 & UAV20L datasets (~13.7GB)  can be downloaded here: 
[GoogleDrive][FTP][KAUST]: pw: uav123

The downsampled dataset UAV123_10fps (~4.6GB)  can be downloaded here: 
[GoogleDrive][FTP][KAUST]: pw: uav123​

A document containing all annotation details can be downloaded here: 
[GoogleDrive][FTP][KAUST]: pw: uav123​

The modified tracker benchmark (~51MB) with all configuration files and trackers can be downloaded here: 
[GoogleDrive][FTP][KAUST]: pw: uav123​

All results for the datasets UAV123, UAV123_10fps, UAV20L, TC128 and OTB100 (~189MB) can be downloaded here: [GoogleDrive][FTP][KAUST]: pw: uav123​










Publications

Matthias Mueller, Neil Smith and Bernard Ghanem
European Conference on Computer Vision (ECCV 2016 )