FBD-SV-2024

The Flying Bird object Dataset in Surveillance Video (FBD-SV-2024) for surveillance video flying bird object detection algorithm development and performance evaluation.<br>The FBD-SV-2024 comprises 483 video clips, totaling 28,694 frames of images. Among these frames, 23,833 frames contain a total of 28,366 instances of flying birds.<br>Visit the GitHub repository for more data processing scripts: https://github.com/Ziwei89/FBD-SV-2024_githubTraining set: 400 video clips, totaling 23,979 frames of images.<br>Testing set: 83 video clips, totaling 4,715 frames of images.Due to the large size of image data, no images have been uploaded, but relevant Python scripts are provided. These scripts can be run to extract frames from the videos. See the readme_English.txt for more information.Please refer to the paper related to this dataset for more description of the characteristics of this dataset. The link of the paper : https://arxiv.org/abs/2409.00317<br>Please refer to the paper if the dataset is useful for your work:<br>@misc{sun2024fbdsv2024,<br>title={FBD-SV-2024: Flying Bird Object Detection Dataset in Surveillance Video},<br>author={Zi-Wei Sun and Ze-Xi Hua and Heng-Chao Li and Zhi-Peng Qi and Xiang Li and Yan Li and Jin-Chi Zhang},<br>year={2024},<br>eprint={2409.00317},<br>archivePrefix={arXiv},<br>primaryClass={cs.CV}<br>}Note: This dataset is for learning and research purposes only, not for commercial use.

面向监控视频飞鸟目标检测算法研发与性能评估的监控视频飞鸟目标数据集（FBD-SV-2024）。
该数据集包含483段视频片段，总计28694帧图像。其中23833帧图像中共标注有28366个飞鸟目标实例。
如需获取更多数据处理脚本，请访问该数据集的GitHub仓库：https://github.com/Ziwei89/FBD-SV-2024_github。训练集包含400段视频片段，总计23979帧图像；测试集包含83段视频片段，总计4715帧图像。
由于图像数据体量较大，本数据集未上传原始图像，但配套提供了相关Python脚本，可通过运行这些脚本从视频中提取帧图像。更多细节请参阅readme_English.txt文件。如需了解该数据集的更多特性描述，请参考相关学术论文，论文链接为：https://arxiv.org/abs/2409.00317。
若本数据集对你的研究工作有所帮助，请引用该论文：
@misc{sun2024fbdsv2024,
title={FBD-SV-2024: Flying Bird Object Detection Dataset in Surveillance Video},
author={Zi-Wei Sun and Ze-Xi Hua and Heng-Chao Li and Zhi-Peng Qi and Xiang Li and Yan Li and Jin-Chi Zhang},
year={2024},
eprint={2409.00317},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
注意：本数据集仅可用于学习与研究用途，严禁商业使用。

搜集汇总

背景与挑战

背景概述

FBD-SV-2024是一个专注于监控视频中飞鸟目标检测的数据集，包含483个视频片段和28,694帧图像，其中23,833帧标注了28,366个飞鸟实例。数据集分为训练集和测试集，并提供了处理脚本，适用于计算机视觉和深度学习研究。