Data

Planet NICFI imagery from Ivory Coast (Source domain) and Tanzania (Target domain).

Semantic segmentation task

Semantic segmentation for cashew crop mapping was performed using UNet architecture with the addition of attention gates.

Domain adaptation

The adoption of Unsupervised Domain Adaptation (UDA) techniques aims to align the distribution of both source and target domain.