Open Images V7

该数据集名为OpenImages，它包含了大量的标记图像，适用于各种物体检测任务，尽管在论文中并未提供具体细节。此外，该数据集还被用作评估所提出主动学习方法的一个基准。

This dataset is named OpenImages. It contains a vast collection of annotated images suitable for a wide range of object detection tasks, though no specific details were provided in the relevant paper. Additionally, this dataset has also been used as a benchmark for evaluating proposed active learning methods.

搜集汇总

背景与挑战

背景概述

Open Images V7是一个大规模图像数据集，包含超过1500万个边界框、278万实例分割和328万关系注释，覆盖600至20,638个不同类别。数据集还扩展了47.8万张众包图像，涵盖6000多个类别，适用于复杂的视觉任务。