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Found 7 papers, 3 papers with code
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.
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.
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.
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.
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).
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.
RarePlanes: Synthetic Data Takes Flight
RarePlanes is a unique open-source machine learning dataset that incorporates both real and synthetically generated satellite imagery.
