{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/8"},{"label":"Information Analysis","url":"https://skillfed.io/packages/category/scientific-engineering-information-analysis/3"},{"label":"Visualization","url":"https://skillfed.io/packages/category/scientific-engineering-visualization"},{"label":"Image Recognition","url":"https://skillfed.io/packages/category/scientific-engineering-image-recognition"},{"label":"Image Processing","url":"https://skillfed.io/packages/category/scientific-engineering-image-processing"}],"enrichment":{"capability":"Provides the database backend for FiftyOne, a computer vision framework for managing and analyzing image and video datasets.","skillfed_tags":["computer-vision","dataset-management","backend-service"],"use_cases":["Store and organize large image datasets for computer vision model training and evaluation","Manage video frame annotations and temporal metadata for action recognition or object tracking tasks","Query and filter datasets by metadata, labels, or custom attributes during model development","Support collaborative dataset curation and annotation workflows in FiftyOne applications"],"what_it_does":"fiftyone-db is a supporting package that provides the database layer for FiftyOne, a framework designed for managing and analyzing computer vision datasets. It handles the storage and retrieval of metadata, annotations, and dataset organization for image and video data. The package is distributed as platform-specific wheels for macOS (both x86_64 and ARM64), Windows (32-bit and 64-bit), and Linux, ensuring optimized performance on each target system.\n\nAs a backend component, fiftyone-db is typically not used directly by end users but rather as an implicit dependency when installing and using FiftyOne itself. It abstracts database operations required for dataset management, allowing researchers and engineers to focus on data exploration and model evaluation rather than storage infrastructure.","worth_installing":"Yes, if you are using FiftyOne for computer vision work. Install it as a dependency of FiftyOne rather than directly. The package is actively maintained, has no known vulnerabilities, and uses a permissive Apache license. Medium install friction is typical for platform-specific compiled packages and poses no practical barrier."},"id":"fiftyone-db","links":{"html":"https://skillfed.io/packages/fiftyone-db","md":"https://skillfed.io/packages/fiftyone-db.md","pypi":"https://pypi.org/project/fiftyone-db/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2025-12-30","license_spdx":null,"license_treatment":"permissive","name":"fiftyone-db","python_support":"supports_current","summary":"FiftyOne DB"},"popularity":{"monthly_downloads":163251,"position":10576,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.4.1"}