A single-object version of the ImageNet2012 dataset
收藏科学数据银行2022-04-07 更新2026-04-23 收录
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https://www.scidb.cn/detail?dataSetId=ec7e3797075f417195cb17e722d6918e
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资源简介：
The single-object version of the ImageNet2012 dataset was prepared to examine if background of objects affect performance of the DCNNs. The dataset includes 544,546 images in the training dataset and 50,000 images in the validation dataset. We removed the background of each image by setting pixels outside the bounding box to 255 (i.e., white color). For images containing multiple bounding boxes, we randomly selected one bounding box as our target. Note that the retinal size of objects remained unchanged with only the background was removed from the original images. All images belong to 1,000 categories, which are the same as the original ImageNet2012 dataset.
提供机构：
Taicheng Huang
创建时间：
2022-04-06
