The code of the paper F3-Net: Feature Fusion and Filtration Network for Object Detection in Optical Remote Sensing Images. The method is based on Faster R-CNN and is completed by Xinhai Ye.
- python 3.5
- cuda 10.0
- opencv
- tensorflow-gpu 1.13
- tfplot 0.2.0
At least two NVIDIA GPUs with more than 10GB memory.
cd $PATH_ROOT/libs/box_utils/cython_utils
python setup.py build_ext --inplace (or make)
cd $PATH_ROOT/libs/box_utils/
python setup.py build_ext --inplace
If you find our work or code useful in your research, please consider citing:
@Article{rs12244027,
AUTHOR = {Ye, Xinhai and Xiong, Fengchao and Lu, Jianfeng and Zhou, Jun and Qian, Yuntao},
TITLE = {ℱ3-Net: Feature Fusion and Filtration Network for Object Detection in Optical Remote Sensing Images},
JOURNAL = {Remote Sensing},
VOLUME = {12},
YEAR = {2020},
NUMBER = {24},
ARTICLE-NUMBER = {4027},
ISSN = {2072-4292},
}