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Some Useful Tools for Object Detection in Remote Sensing Imagery. 一些遥感图像目标检测的实用代码及工具,不断更新中...

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detection_tools

Some Useful Tools for Object Detection in Remote Sensing Imagery. 一些遥感图像目标检测的实用代码及工具,不断更新中...

Usage

  • ImgSplit_multiprocess_HBB.py

    对原始遥感图像训练数据进行裁切,生成固定大小的patches,适用于HBB(Horizontal Bounding Box)。

  • data_aug.py

    遥感图像目标检测数据扩充(在线增强),包括随机旋转、随机裁切、水平竖直翻转、随机线性增强、随机灰度化等,适用于OBB和HBB

  • poly_to_rect.py

    代替cv2.minAreaRect,在DOTA上可提升~1AP

  • nms_cpp

    部署用的C++版nms,支持正矩形和任意四边形

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Some Useful Tools for Object Detection in Remote Sensing Imagery. 一些遥感图像目标检测的实用代码及工具,不断更新中...

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