Datasets:

Cleanlab
/

cleanvision-sample-images

license: mit
task_categories:
  - computer-vision
  - image-classification
tags:
  - computer-vision
  - image-quality
  - data-centric-ai
size_categories:
  - 10K<n<100K

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 https://huggingface.co/datasets/cleanlab/cleanvision-sample-images/resolve/main/image_files.zip
unzip image_files.zip

Use with CleanVision:

from cleanvision import Imagelab

# Point to the extracted images folder
imagelab = Imagelab(data_path="path/to/extracted/images/")

# Find issues in the dataset
imagelab.find_issues()

# Generate report
imagelab.report()

License

mit - see the CleanVision repository for details.