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Cleanlab/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.

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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:

bash

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

Use with CleanVision:

python

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.