Caltech-UCSD Birds 200 鸟类图像数据

发表于

提供者：刘晓
下载地址:http://www.vision.caltech.edu/visipedia/CUB-200-2011.html

简介

Caltech-UCSD Birds 200 是一个鸟类图片数据集，包含 200 不同种鸟类，共计 11788 张图片。
Caltech-UCSD Birds-200-2011 (CUB-200-2011)是CUB-200数据集的扩展版本，每个类的图像数量大约是两倍，新的部分位置标注。有关数据集的详细信息，请参见下面链接的技术报告。

  • 种类数量： 200
  • 图像数量：11,788
  • 每个图像的注释:15部分位置，312个二进制属性，1个边界框。

文件类型

多文件压缩包

文件大小

1.12Gb

相关论文

[1] Wah C., Branson S., Welinder P., Perona P., Belongie S. “The Caltech-UCSD Birds-200-2011 Dataset.” Computation & Neural Systems Technical Report, CNS-TR-2011-001. download pdf
[2] Goering, C., Rodner, E., Freytag, A., Denzler, J., “Nonparametric Part Transfer for Fine-grained Recognition”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2014.
[3] Wah, C., Van Horn, G., Branson, S., Maji, S., Perona, P., Belongie, S., “Similarity Comparisons for Interactive Fine-Grained Categorization”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2014.
[4] Berg T., Belhumeur P., “POOF: Part-Based One-vs-One Features for Fine-Grained Categorization, Face Verification, and Attribute Estimation”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2013.
[5] Chai, Y., Lempitsky, V., Zisserman, A., “Symbiotic Segmentation and Part Localization for Fine-Grained Categorization”, IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, 2013.
[6] Gavves E., Fernando B., Snoek C., Smeulders A., Tuytelaars T., “Fine-Grained Categorization by Alignments”, IEEE International Conference on Computer Vision (ICCV), Sydney, Australia, 2013.