/EarthObservationTiles

Geo-Tiles for Semantic Segmentation of Earth Observation Imagery

Primary LanguagePython

Earth Observation Tiles

Geo-Tiles for Semantic Segmentation of Earth Observation Imagery

Getting Started

Example Results

Tiling of Earth Observation Data

Proposed tiling approach using 45m tiles (left) in comparison to commonly used web map tiles on zoom level 19 (right).

Fusion of Semantic Segmentations

Left: input image. Center: ground truth of building category. Right: blue pixels are building category predictions of a ConvNext based model, pink building pixels are building predictions obtained by fusing overlapping tiles, teal pixels are building predictions removed by fusing overlapping tiles.