The 102 Category Flower Dataset

Maria-Elena Nilsback and Andrew Zisserman have created a 102 category dataset,consisting of 102 flower categories. The flowers chosen to be flower commonly occuring in the United Kingdom.The details of the categories and the number of images for each class can be found at:https://www.robots.ox.ac.uk/~vgg/data/flowers/102/categories.html.The images have large scale, pose and light variations. In addition, there are categories that have large variations within the category and several very similar categories.

玛丽亚-埃琳娜·尼尔斯巴克（Maria-Elena Nilsback）与安德鲁·齐斯曼（Andrew Zisserman）共同构建了一个包含102个类别的花卉数据集，共涵盖102种花卉类别。所选花卉均为英国境内常见的品种。各类别的详细信息以及每个类别的图像数量可通过以下链接查询：https://www.robots.ox.ac.uk/~vgg/data/flowers/102/categories.html。该数据集内的图像存在显著的尺度、姿态与光照变化。此外，部分类别内部存在较大的类内差异，同时存在多个外观极为相似的类别。