Glossary term
Glossary term
Multimodal AI
A public-domain dataset compiled by LeCun, Cortes, and Burges containing 60,000 images, each image showing how a human manually wrote a particular digit from 0–9. Each image is stored as a 28x28 array of integers, where each integer is a grayscale value between 0 and 255, inclusive.
MNIST is a canonical dataset for machine learning, often used to test new machine learning approaches. For details, see The MNIST Database of Handwritten Digits.
Created for this library
An ML course uses MNIST as the first dataset for hands-on practice with convolutional networks.
An ML platform team uses MNIST as a smoke test for its training infrastructure before promoting any changes.
A research team uses MNIST as a debugging benchmark for new training recipes because results converge quickly.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License