{"data":{"slug":"airctic-icevision","name":"icevision","tagline":"Agnostic Computer Vision Framework","github_url":"https://github.com/airctic/icevision","owner":"airctic","repo":"icevision","owner_avatar_url":"https://avatars.githubusercontent.com/u/67992097?v=4","primary_language":"Python","stars":867,"forks":148,"topics":["ai","annotation-parsers","coco-dataset","coco-parser","computer-vision","deep-learning","effecientdet","fastai","faster-rcnn","mask-rcnn","object-detection","pycocotools","python","pytorch","pytorch-lightning","tutorials","voc-dataset","voc-parser"],"archived":false,"github_pushed_at":"2024-11-26T19:03:40+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/airctic-icevision","markdown_url":"https://www.graphcanon.com/tools/airctic-icevision.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/airctic-icevision","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=airctic-icevision","description":"An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come","homepage_url":"https://airctic.github.io/icevision/","license":"Apache-2.0","open_issues":83,"watchers":21,"ai_summary":"IceVision is a flexible computer vision framework that supports integration with different training libraries like Fast.ai and PyTorch-Lightning.","readme_excerpt":"## Installation\n\n```bash\npip install icevision[all]\n```\n\nFor more installation options, check our [docs](https://airctic.com/0.7.0/install/).\n\n**Important:** We currently only support Linux/MacOS.","github_created_at":"2020-05-04T01:57:02+00:00","created_at":"2026-07-11T12:27:13.369835+00:00","updated_at":"2026-07-31T12:00:43.646225+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"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"annotation-parsers","name":"annotation-parsers"},{"slug":"coco-dataset","name":"coco-dataset"},{"slug":"deep-learning","name":"deep-learning"},{"slug":"object-detection","name":"object-detection"},{"slug":"pytorch","name":"pytorch"},{"slug":"tutorials","name":"tutorials"},{"slug":"voc-dataset","name":"voc-dataset"}],"trust":{"provenance":{"is_fork":false,"github_id":261059191,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-31T12:00:42.847Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":611,"last_release_at":"2022-02-10T15:53:08Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T12:27:15.828Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-31T12:00:43.325Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-31T12:00:43.325Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-07-31T12:00:43.325Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":{"min_ram_gb":null,"requires_docker":false},"constraints":{"min_ram_gb":null,"requires_docker":false},"when_to_use":["Use IceVision if you are working on Linux or MacOS environments, as the project only supports these operating systems.","If your project requires flexibility in terms of using various training libraries like Fast.ai and PyTorch-Lightning, without needing to switch frameworks during development."],"when_not_to_use":["Do not use IceVision if you are working on Windows, because the framework does not support this operating system.","Avoid IceVision in scenarios where there is a strict dependency on a third-party tool or library that is incompatible with Fast.ai and PyTorch-Lightning."],"source":"enrich:decision_facts","observed_at":"2026-07-16T21:28:22.662Z"},"constraint_facets":{"min_ram_gb":null,"requires_docker":false},"decision_summary":[{"label":"Adopt for","value":"IceVision is an agnostic computer vision framework that supports integration with multiple training libraries including Fast.ai and PyTorch-Lightning."},{"label":"License detail","value":"IceVision uses the Apache-2.0 license, granting permission to use, share, and adapt the software freely."}]}}