Google Open Images

Open Images is a dataset of ~9 million URLs to images that have been annotated with labels spanning over 6000 categories. This is train and validation part of dataset. All images resized to 420 on small side. The name of the saved image corresponds to Google s ImageID which can be used to look up labels in the open image dataset. Train all: 9011219 downloaded: 8798643 labeled: 8646180 post-download clean: 8591564 Validation all: 167056 downloaded: 160957 post-download clean: 159847

Open Images 数据集汇聚了约九百万张图像的URL链接，这些图像被标注了跨越6000多个类别的标签。本数据集包括训练和验证部分。所有图像均已调整至最小边长为420像素。保存图像的名称与Google的ImageID相对应，该ID可用于在开放图像数据集中检索标签。训练集总计：9011219条，已下载：8798643条，已标注：8646180条，下载后清洗：8591564条。验证集总计：167056条，已下载：160957条，下载后清洗：159847条。