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ZENODO
Dataset . 2020
License: CC BY
Data sources: ZENODO
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Italy landslide dataset for semantic segmentation

Research datakeyboard_double_arrow_right Dataset 23 Nov 2020Publisher:Zenodo
Authors: Rezende, Lujan Rafael; Bragagnolo, Lucimara; da Silva, Roberto Valmir; Grzybowski, José Mario Vicensi;

doi: 10.5281/zenodo.4287425

Italy landslide dataset for semantic segmentation

Abstract

This database contains images used for the semantic segmentation of landslide scars from a fully convolutional neural network U-Net. The .rar file contains 3 folders: Image: 104 GeoTIFF 8 bits images of locations with landslide scars. Masks: 104 PNG masks (scars indicated in white and background in black color). Slope: 104 GeoTIFF float rasters of slope (in degrees). Also, the "SHAPEFILES_LANDSLIDES.rar" file contains the vector layers of the masked images in .shp format.

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Keywords

landslide scars, Italy, dataset, semantic segmentation, machine learning dataset

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