Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors

Zhe Jiang, Marcus Stephen Kirby, Wenchong He +1

In recent years, deep learning techniques (e.g., U-Net, DeepLab) have achieved tremendous success in image segmentation. The performance of these models heavily relies on high-qual…