five

Cats and Dogs Breeds Classification Oxford Dataset

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www.kaggle.com2019-03-12 更新2025-03-25 收录
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https://www.kaggle.com/zippyz/cats-and-dogs-breeds-classification-oxford-dataset
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### Overview We have created a 37 category pet dataset with roughly 200 images for each class. The images have a large variations in scale, pose and lighting. All images have an associated ground truth annotation of breed, head ROI, and pixel level trimap segmentation. ### Content The following annotations are available for every image in the dataset: (a) species and breed name; (b) a tight bounding box (ROI) around the head of the animal; and (c) a pixel level foreground-background segmentation (Trimap). ### Acknowledgements This work is funded by The UK India Education and Research Initiative (UKIERI) and ERC Grant VisRec. ### License The dataset is available to download for commercial/research purposes under a Creative Commons Attribution-ShareAlike 4.0 International License. The copyright remains with the original owners of the images.

{'Overview': '本数据集涵盖37个类别,每个类别包含约200张图像。图像在尺度、姿态和光照方面存在较大差异。所有图像均附有品种、头部区域(ROI)以及像素级裁剪分割图(Trimap)的地面真实标注。', 'Content': '本数据集中每张图像均提供以下标注:(a) 物种及品种名称;(b) 围绕动物头部的紧密边界框(ROI);(c) 像素级前景-背景分割(Trimap)。', 'Acknowledgements': '本项研究获得英国-印度教育与科研倡议(UKIERI)及欧洲研究委员会(ERC)视觉识别项目(VisRec)的资助。', 'License': '本数据集可供商业/研究目的下载,遵循Creative Commons Attribution-ShareAlike 4.0国际许可协议。图像版权归属原始图像所有者。'}
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