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Found 7 papers, 3 papers with code
The Multi-Temporal Urban Development SpaceNet Dataset
Each building is assigned a unique identifier (i. e. address), which permits tracking of individual objects over time.
RarePlanes: Synthetic Data Takes Flight
RarePlanes is a unique open-source machine learning dataset that incorporates both real and synthetically generated satellite imagery.
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset
The dataset and challenge focus on mapping and building footprint extraction using a combination of these data sources.
Road Network and Travel Time Extraction from Multiple Look Angles with SpaceNet Data
Identification of road networks and optimal routes directly from remote sensing is of critical importance to a broad array of humanitarian and commercial applications.
SpaceNet MVOI: a Multi-View Overhead Imagery Dataset
To address this problem, we present an open source Multi-View Overhead Imagery dataset, termed SpaceNet MVOI, with 27 unique looks from a broad range of viewing angles (-32. 5 degrees to 54. 0 degrees).
The Effects of Super-Resolution on Object Detection Performance in Satellite Imagery
We also quantify the performance of object detection as a function of native resolution and object pixel size.
Assessment of electrical and infrastructure recovery in Puerto Rico following hurricane Maria using a multisource time series of satellite imagery
Based upon our approach we can identify and evaluate: 1) the recovery of electrical power compared to pre-storm levels, 2) the location of potentially damaged infrastructure that has yet to recover from the storm, and 3) the number of persons without power over time.
