{"data":{"slug":"voxel51-fiftyone","name":"fiftyone","tagline":"Refine high-quality datasets and visual AI models","github_url":"https://github.com/voxel51/fiftyone","owner":"voxel51","repo":"fiftyone","owner_avatar_url":"https://avatars.githubusercontent.com/u/25984855?v=4","primary_language":"TypeScript","stars":10891,"forks":793,"topics":["active-learning","artificial-intelligence","computer-vision","data-centric-ai","data-cleaning","data-curation","data-quality","data-science","deep-learning","developer-tools","image-classification","machine-learning","object-detection","python","unstructured-data","vector-search","visualization"],"archived":false,"github_pushed_at":"2026-07-11T06:27:05+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/voxel51-fiftyone","markdown_url":"https://www.graphcanon.com/tools/voxel51-fiftyone.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/voxel51-fiftyone","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=voxel51-fiftyone","description":"Refine high-quality datasets and visual AI models","homepage_url":"https://fiftyone.ai","license":"Apache-2.0","open_issues":672,"watchers":64,"ai_summary":"voxel51/fiftyone is a tool for refining high-quality datasets and visual AI models.","readme_excerpt":null,"github_created_at":"2020-04-22T13:43:28+00:00","created_at":"2026-07-11T11:32:58.818059+00:00","updated_at":"2026-07-12T05:22:58.189156+00:00","categories":[{"slug":"computer-vision","name":"Computer Vision","url":"https://www.graphcanon.com/categories/computer-vision","markdown_url":"https://www.graphcanon.com/categories/computer-vision.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/computer-vision"},{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"},{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"}],"tags":[{"slug":"active-learning","name":"active-learning"},{"slug":"artificial-intelligence","name":"artificial-intelligence"},{"slug":"computer-vision","name":"computer-vision"},{"slug":"data-centric-ai","name":"data-centric-ai"},{"slug":"data-cleaning","name":"data-cleaning"},{"slug":"data-curation","name":"data-curation"},{"slug":"data-quality","name":"data-quality"},{"slug":"deep-learning","name":"deep-learning"}],"trust":{"provenance":{"is_fork":false,"github_id":257913595,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-11T11:32:59.371Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":null,"days_since_push":0,"last_release_at":null},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:33:00.067Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-11T15:41:09.481Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-07-11T15:41:09.481Z","managed_saas":false},"languages":{"value":["typescript","python"],"source":"github.language+pyproject.toml","observed_at":"2026-07-11T15:41:09.481Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-07-11T15:41:09.481Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-11T15:41:09.481Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you need a comprehensive solution for both dataset refinement and visualization tailored for computer vision projects, Fiftyone stands out.","Suitable when you are working on active learning cycles where manual review and annotation feedback loops are critical to dataset quality."],"when_not_to_use":["If your primary focus is not within the realm of computer vision or unstructured data handling, Fiftyone may not align with your needs.","Consider alternatives if your project does not require TypeScript; Fiftyone’s choice of language might create a compatibility barrier for projects preferring other languages."],"source":"enrich:decision_facts","observed_at":"2026-07-11T15:41:34.432Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Fiftyone is a specialized tool that leverages TypeScript and is licensed under Apache-2.0 for refining high-quality datasets and visual AI models in the context of computer vision tasks. It covers areas such as data curo"},{"label":"License detail","value":"Apache-2.0"}]}}