Scalable Label-efficient Footpath Network Generation Using Remote Sensing Data and Self-supervised Learning

1 code implementation • 18 Sep 2023 • Xinye Wanyan, Sachith Seneviratne, Kerry Nice, Jason Thompson, Marcus White, Nano Langenheim, Mark Stevenson

The annotation of segmentation tasks, especially labeling remote sensing images with specialized requirements, is very expensive, so we aim to introduce a pipeline requiring less labeled data.

Representation Learning Self-Supervised Learning