datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cifar-10-subset
CIFAR-10 Subset
This dataset contains a subset of the CIFAR-10 image classification dataset.
Dataset Description
A curated subset of the CIFAR-10 dataset useful for demonstrating image classification and data quality techniques without requiring the full dataset.
Usage
# Download the dataset
wget https://huggingface.co/datasets/Cleanlab/cifar-10-subset/resolve/main/CIFAR-10-subset.zip
unzip CIFAR-10-subset.zip
from huggingface_hub import hf_hub_download
#… See the full description on the dataset page: https://huggingface.co/datasets/Cleanlab/cifar-10-subset.cleanvision-sample-images
CleanVision Sample Images
This dataset contains sample images for demonstrating CleanVision, a Python package for automatically detecting issues in image datasets.
Dataset Description
This collection includes various images with different quality issues such as:
Blurry images
Dark/underexposed images
Overexposed images
Near-duplicate images
Images with various other quality issues
Usage
Download the dataset:
wget… See the full description on the dataset page: https://huggingface.co/datasets/Cleanlab/cleanvision-sample-images.mnist
MNIST Dataset
This dataset contains MNIST handwritten digit images.
Dataset Description
The classic MNIST dataset containing images of handwritten digits (0-9) for image classification tasks.
Usage
# Download the dataset
wget https://huggingface.co/datasets/Cleanlab/mnist/resolve/main/mnist.tar.gz
tar -xzf mnist.tar.gz
License
MIT License
footwear-demo
Footwear Demo Dataset
This dataset contains footwear images for image classification tasks.
Dataset Description
A collection of footwear images for demonstrating image classification and data quality techniques.
Usage
# Download the dataset
wget https://huggingface.co/datasets/Cleanlab/footwear-demo/resolve/main/footwear-demo.zip
unzip footwear-demo.zip
License
MIT License