Japan landslide dataset for semantic segmentation

<p>This database contains images used for the semantic segmentation of landslide scars from a fully convolutional neural network U-Net.</p> <p>1. <strong>Training dataset: </strong>it contains 125 GeoTIFF 8 bits images and associated PNG masks (scars indicated in white and background in black color).</p> <p>2. <strong>Validation dataset</strong>: it contains 10 GeoTIFF 8 bits images and associated PNG masks used for U-Net validation step.</p> <p>3. <strong>Test dataset:&nbsp;</strong>it contains 10 GeoTIFF 8 bits images and associated PNG masks for testing.</p> <p>Also, the &quot;SHAPEFILES_LANDSLIDES.rar&quot; file contains the vector layers of the masked images in .shp format.</p>