FiftyOne Computer Vision Tips and Tricks — Nov 18, 2022
Blog post from Voxel51
FiftyOne is an open-source machine learning toolset that aids data science teams in enhancing computer vision model performance by facilitating high-quality dataset curation, model evaluation, error detection, and visualization of embeddings for faster production deployment. The tool integrates with platforms like CVAT and Label Studio, allowing for easy creation and import of annotations, and supports cloud-backed datasets for streamlined media handling. Users can interact with FiftyOne through JupyterLab for visual data analysis and can manage external image sources through FiftyOne Teams. The platform encourages community engagement via Slack and GitHub, where users share insights and solutions related to data management and model improvement tasks.