{"data":{"slug":"jasmcaus-caer","name":"caer","tagline":"High-performance Vision library in Python for scaling research","github_url":"https://github.com/jasmcaus/caer","owner":"jasmcaus","repo":"caer","owner_avatar_url":"https://avatars.githubusercontent.com/u/61184127?v=4","primary_language":"Python","stars":812,"forks":108,"topics":["ai","artificial-intelligence","augmentation","caer","computer-vision","cuda","data-science","deep-learning","gpu","image-classification","image-processing","image-segmentation","machine-learning","neural-network","opencv","python","segmentation","type-checking","video-processing","vision"],"archived":false,"github_pushed_at":"2026-07-25T12:55:47+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/jasmcaus-caer","markdown_url":"https://www.graphcanon.com/tools/jasmcaus-caer.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/jasmcaus-caer","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=jasmcaus-caer","description":"High-performance Vision library in Python. Scale your research, not boilerplate. ","homepage_url":"https://caer.readthedocs.io","license":"MIT","open_issues":1,"watchers":18,"ai_summary":"Caer is a Python-based computer vision library designed to streamline and enhance various tasks such as image processing, classification, segmentation, and video processing while supporting GPU acceleration through CUDA.","readme_excerpt":"# Installation\n\nSee the Caer **[Installation][install]** guide for detailed installation instructions (including building from source).\n\nCurrently, `caer` supports releases of Python 3.6 onwards; Python 2 is not supported (nor recommended).\nTo install the current release:\n\n```shell\n$ pip install --upgrade caer\n```\n\n---\n\n# License\n\nCaer is open-source and released under the [MIT License](LICENSE).","github_created_at":"2020-08-06T18:36:14+00:00","created_at":"2026-07-11T12:27:25.935714+00:00","updated_at":"2026-07-31T12:00:47.716776+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":"artificial-intelligence","name":"artificial-intelligence"},{"slug":"augmentation","name":"augmentation"},{"slug":"computer-vision","name":"computer-vision"},{"slug":"cuda","name":"cuda"},{"slug":"data-science","name":"data-science"},{"slug":"deep-learning","name":"deep-learning"},{"slug":"gpu","name":"gpu"}],"trust":{"provenance":{"is_fork":false,"github_id":285644536,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-07-31T12:00:46.983Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":5,"last_release_at":"2021-10-06T07:29:20Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T12:27:29.520Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-07-31T12:00:47.436Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-07-31T12:00:47.436Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-07-31T12:00:47.436Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["If you are working on projects that require scaling computer vision research efforts without excessive boilerplate code, Caer offers streamlined solutions.","Suitable when your project demands robust GPU acceleration through CUDA for demanding tasks such as deep learning in vision applications."],"when_not_to_use":["Avoid using caer if you are restricted to Python versions lower than 3.6, or when adherence to a specific older Python version is critical to your project.","If compatibility with only open-source libraries is needed and CUDA support is not required, other more limited scope tools might be a better choice."],"source":"enrich:decision_facts","observed_at":"2026-07-17T01:09:34.426Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Caer is noted for its high-performance vision tasks including image and video processing, with GPU support via CUDA."}]}}