Voxel51 FAQ
What does Voxel51 do?
Voxel51 is an open-source toolkit that aids machine learning engineers in rapidly developing and refining computer vision datasets and models. It includes tools like FiftyOne to enhance dataset quality and offer deeper insights into model behavior.
How do I get started with Voxel51?
Start by exploring and slicing datasets using FiftyOne. You can create new datasets or integrate existing ones, then use the toolkit to find and fix issues within your models, leveraging FiftyOne Brain for more sophisticated tasks.
What benefits does FiftyOne Teams offer?
FiftyOne Teams is designed for collaborative management of datasets in the cloud, enabling secure teamwork on large-scale datasets. It streamlines dataset organization, data sharing, and hypothesis testing, enhancing overall project outcomes.
Can FiftyOne help with fixing annotation errors?
Yes, FiftyOne can automatically detect and correct labeling errors within datasets, improving the accuracy of annotations. This capability reduces manual review time and ensures better datasets for model training.