Zalando的文章圖像的一個資料集包括一個訓練集6萬個例子和一個10,000個例子的測試集。 每個示例是一個28x28灰階圖像,與10個類别的标簽相關聯。 時尚MNIST旨在作為用于基準機器學習算法的原始MNIST資料集的直接替代。
一個非常有趣的資料集,也是十分類問題,不過是時尚相關的。
https://github.com/zalandoresearch/fashion-mnistA dataset of Zalando’s article images consisting of a training set of 60,000 examples and a test set of 10,000 examples. Each example is a 28x28 grayscale image, associated with a label from 10 classes. Fashion-MNIST is intended to serve as a direct drop-in replacement of the original MNIST dataset for benchmarking machine learning algorithms.
Here is an example how the data looks like (each class takes three-rows):
http://www.buluo360.com/