Road and Building Detection Datasets

The datasets introduced in Chapter 6 of my PhD thesis are below. See the thesis for more details. If you use any of these datasets for research purposes you should use the following citation in any resulting publications:

@phdthesis{MnihThesis,
    author = {Volodymyr Mnih},
    title = {Machine Learning for Aerial Image Labeling},
    school = {University of Toronto},
    year = {2013}
}

Massachusetts Roads Dataset

Training Set

Input images
Target maps

Validation Set

Input images
Target maps

Test Set

Input images
Target maps

Vector data

The shapefile used to generate the target map images is here

Massachusetts Buildings Dataset

Training Set

Input images
Target maps

Validation Set

Input images
Target maps

Test Set

Input images
Target maps

Vector data

The shapefile used to generate the target map images is here

New York Roads Dataset

Coming soon.