agnJason / boxlevelset

Our method has been refined further and work better for various scenes comprehensively.

The new paper is supervised by Prof. Jianke Zhu and Prof. Lei Zhang (PolyU, HK) and is coming soon. The new code is based on MMdetection 2.0, and will come soon with pretrained models.

• The results of general dataset COCO/VOC are coming soon.
• The results of medical dataset LITS are coming soon.

This code is for Aerial Images. Please see this paper (Arxiv) for details. This code is based on mmdet 1.0 (old version).

Installation

Please refer to INSTALL.md for environment installation. This code is based on AerialDetection.

Getting Started

Please see GETTING_STARTED.md for dataset preparation and model training and test.

To Do

• 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:

MMdetection

AerialDetection

DeepSnake

AdelaiDet