What is Voxel51?
Voxel51 is an open-source computer vision toolkit that empowers machine learning engineers to build better computer vision datasets and models quickly. It offers tools like FiftyOne for enhancing dataset quality and providing insights into models.
How to use Voxel51?
To make the most out of Voxel51, start by exploring, searching, and slicing datasets with FiftyOne. Curate high-quality datasets from scratch or integrate with public datasets. Identify and correct model failure modes for better model training. Use the FiftyOne Brain for advanced capabilities like identifying edge cases and improving workflows for faster production.
What is FiftyOne Teams and how can it benefit my team?
FiftyOne Teams provides collaborative features for managing datasets in the cloud, enabling secure collaboration on large datasets. It helps improve dataset organization, data sharing, and hypothesis validation, leading to better solution engineering and testing.
How does FiftyOne help with annotation mistakes?
FiftyOne helps automatically find and correct label mistakes in datasets, ensuring higher quality annotations. This process saves time and effort compared to manual review and correction, resulting in curated datasets for improved model training.