Overview
Welcome to DataEval’s Documentation
DataEval is an open-source toolkit that focuses on characterizing image data and its impact on model performance across classification and object-detection tasks.
Guides
Installation
If DataEval is not installed, follow this easy step-by-step guide
Quickstart Tutorials
We are proud of our tools, so we highlighted common workflows with links so you can try them yourself!
DataEval is a powerful toolkit for any data analysis workflow, so be sure to check out the Quickstart Tutorials page for a more comprehensive list of all the tools we offer.
Workflows
Workflows give a user an idea of what sort of data evaluation their role necessitates and why. They are great for a non-technical explanation of data analysis.
How-To’s
For the more experienced user, or if you are just curious, these guides show different ways that DataEval’s features can be used that might fit operational use more closely
Development
Reference
Looking for a specific function or class? This reference guide has all the technical details needed to understand the DataEval Ecosystem
Changelog
DataEval’s development changelog
About
For more information about why DataEval exists, this page gives an overview to DataEval’s purpose in ML