An attention-based U-Net for detecting deforestation within satellite sensor imagery

1 code implementation • International Journal of Applied Earth Observation and Geoinformation 2022 • David John, Ce Zhang

In this paper, we implement and analyse an Attention U-Net deep network for semantic segmentation using Sentinel-2 satellite sensor imagery, for the purpose of detecting deforestation within two forest biomes in South America, the Amazon Rainforest and the Atlantic Forest.

Segmentation Semantic Segmentation