STL-10

发表于

提供者：刘唯

简介

STL-10 是一个图像数据集，包含 10 类物体的图片，每类 1300 张图片，500 张训练，800 张测试，每张图片分辨率为 96x96。除了具有类别标签的图片之外，还有 100000 张无类别信息的图片。

数据来源

https://cs.stanford.edu/~acoates/stl10/

文件大小

2.46 Gb

相关论文

[1]Yoshihiro Shima. Image Augmentation for Object Image Classification Based On Combination of Pre-Trained CNN and SVM[J]. Journal of Physics: Conference Series,2018,1004(1).
[2]Yazhou Yao,Jian Zhang,Fumin Shen,Xiansheng Hua,Jingsong Xu,Zhenmin Tang. A new web-supervised method for image dataset constructions[J]. Neurocomputing,2016.
[3]Kristo,Chin Seng Chua. Cost effective window arrangement for spatial pyramid matching[J]. Journal of Visual Communication and Image Representation,2015,29.
[4]Yunong Wang,Nenghai Yu,Taifeng Wang. Ada-Sal Network: emulate the Human Visual System[J]. Signal Processing: Image Communication,2016,47.