Deep Levelset for Box-supervised Instance Segmentation in Aerial Images
Wentong Li, Yijie Chen, Wenyu Liu, Jianke Zhu*
Any questions or discussions are welcomed!
Installation
Please refer to INSTALL.md for environment installation. This code is based on MMdetection and AerialDetection.
Getting Started
Please see GETTING_STARTED.md for the dataset preparation and basic usage.
Visualization
Instance segmentation results only under the supervision of box annotations on iSAID dataset.
To Do
- COCO dataset
- Medical images
- Text images
Citation
@article{li2021deep,
title="Deep Level Set for Box-supervised Instance Segmentation in Aerial Images.",
author="Wentong {Li}, Yijie {Chen}, Wenyu {Liu}, Jianke {Zhu}.",
journal="arXiv preprint arXiv:2112.03451",
year="2021"
}
Acknowledge
Here are some great resources we benefit:
