randall-lab/stl10
收藏Hugging Face2025-03-19 更新2025-04-26 收录
下载链接：
https://hf-mirror.com/datasets/randall-lab/stl10
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资源简介：
STL-10数据集是一个用于开发无监督特征学习、深度学习、自学习算法的图像识别数据集。它受到CIFAR-10数据集的启发并进行了修改。特别是，每个类别中标记的训练样本比CIFAR-10中的要少，但是提供了一个非常大的未标记样本集，以便在监督训练之前学习图像模型。
The STL-10 dataset is an image recognition dataset for developing unsupervised feature learning, deep learning, and self-taught learning algorithms. It is inspired by the CIFAR-10 dataset but with some modifications. In particular, each class has fewer labeled training examples than in CIFAR-10, but a very large set of unlabeled examples is provided to learn image models prior to supervised training.
提供机构：
randall-lab
