Oxford Flower 17

该数据集名为牛津花卉17，包含了17个不同类别的花卉，总计有1,036张图片。它被广泛应用于图像分类和识别任务中，因此也适合用来测试生成模型。该数据集的规模为1,036张图片，任务包括使用生成对抗网络进行图像生成和复制分析。

This dataset is named Oxford Flowers 17. It comprises 17 distinct flower categories and contains a total of 1,036 images. It has been widely utilized in image classification and recognition tasks, and is also suitable for testing generative models. The supported tasks include image generation using Generative Adversarial Networks (GANs) and reproducibility analysis.

搜集汇总

背景与挑战

背景概述

Oxford Flower 17数据集包含17类英国常见花卉，每类80张图像，具有尺度、姿态和光照的多样性。数据集被随机分为训练、验证和测试集，部分图像提供分割groundtruth标签，适用于花卉分类和分割任务。