Large-scale Weakly Supervised Learning for Road Extraction from Satellite Imagery

no code implementations • 14 Sep 2023 • Shiqiao Meng, Zonglin Di, Siwei Yang, Yin Wang

Our extensive experimental results show that the prediction accuracy increases with the amount of the weakly labeled data, as well as the road density in the areas chosen for training.

Semantic Segmentation Weakly-supervised Learning