Annotated birds datasets for object detection using deep learning, Skagen and Klim

The two datasets are of image frames of birds collected in two sites in Denmark, namely Skagen and Klim. Each image frame has its corresponding text file that contains the coordinates of bounding boxes containing the objects. The datasets are used in the following publication: "A Temporal Boosted YOLO-Based Model for Birds Detection around Wind Farms". The publication should be referenced when using the dataset by other researchers.

The datasets were collected at two sites in Denmark over the course of a few months in 2017 and 2018. They were manually annotated using the freely available LabelImg online tool. The Skagen dataset was collected at the Skagen Grey Lighthouse, Center of Migratory Birds using a pair of wide-angle, monochrome cameras firmly affixed to rigid boxes. The Kilm set was collected at Klim Fjordeholme using the same camera setup; except the cameras were mounted on tripods.

The datasets were collected at two sites in Denmark over the course of a few months in 2017 and 2018. The datasets were manually annotated using the freely available LabelImg online tool. The Skagen dataset was collected at the Skagen Grey Lighthouse, Center of Migratory Birds using a pair of wide-angle, monochrome cameras firmly affixed to rigid boxes. The Kilm data were collected at Klim Fjordeholme using the same camera setup; except, here, the cameras are mounted on tripods.

本数据集包含两组鸟类图像帧，采集自丹麦的两处站点：斯卡恩（Skagen）与克利姆（Klim）。每幅图像帧均配有对应的文本文件，其中标注了包含目标的边界框（bounding box）坐标。本数据集已用于以下学术出版物：《基于时序增强YOLO的风电场周边鸟类检测模型》（A Temporal Boosted YOLO-Based Model for Birds Detection around Wind Farms）。其他研究者使用该数据集时，需引用此文献。

本数据集于2017至2018年间，在丹麦的两处站点历经数月采集完成。数据采用免费开源的在线标注工具LabelImg进行人工标注。斯卡恩数据集采集于迁徙鸟类中心的斯卡恩灰色灯塔处，使用两台牢固固定于硬质箱体上的广角单色相机完成拍摄。克利姆数据集的采集站点为克利姆峡湾霍尔姆（Klim Fjordeholme），采用相同的相机配置，仅相机安装方式改为三脚架固定。

本数据集于2017至2018年间，在丹麦的两处站点历经数月采集完成。数据采用免费开源的在线标注工具LabelImg进行人工标注。斯卡恩数据集采集于迁徙鸟类中心的斯卡恩灰色灯塔处，使用两台牢固固定于硬质箱体上的广角单色相机完成拍摄。本次采集的克利姆数据来自克利姆峡湾霍尔姆（Klim Fjordeholme）站点，采用相同的相机配置，仅相机安装方式为三脚架固定。

搜集汇总

背景与挑战

背景概述

该数据集是一个用于深度学习目标检测的标注鸟类图像数据集，采集自丹麦Skagen和Klim两个风电场的鸟类图像，每张图像均配有标注文件。数据集支持风电场鸟类检测研究，采用CC BY 4.0许可证，发布于2021年。