cleanlab/cleanvision-examples

Notebooks demonstrating example applications of the cleanvision library

cleanvision-examples

The notebooks in this repository demonstrate example applications of the CleanVision package on various datasets including:

• Caltech-256
• Caltech-UCSD Birds-200-2011 (CUB-200-2011)
• CIFAR10
• Food-101

For a quick-start tutorial on how to use CleanVision, first check out the Tutorials

cloud_dataset.ipynb demonstrates how to run CleanVision on a cloud dataset in AWS S3 storage as well as instructions for datasets stored in Azure or GCP.

Installation

You can install the most recent stable version of the package via

pip install cleanvision

More information on installation can be found here.

Some recently-added examples may require the developer version of the package, which you can install via:

pip install git+https://github.com/cleanlab/cleanvision.git