cityscape dataset (https://www.cityscapes-dataset.com/)
HRNet (https://arxiv.org/pdf/1908.07919.pdf)
HRNetV2W48 model
mIOU 70.31% (without pre-trained backbone)
| Input image | Ground truth | Segmentation result |
inria dataset (https://project.inria.fr/aerialimagelabeling/leaderboard/)
HRNet (https://arxiv.org/pdf/1908.07919.pdf)
*Modify HRNet's layers for satellite image processing
| Input image | Ground truth | Segmentation result |
Foreground IOU : 75.63% (without post-processing)