{"adoption": {"forks": 444, "observed_at": "2026-08-28T04:07:09.914314+00:00", "stars": 2678}, "canonical_url": "https://ross.abutalabs.com/products/cloud-annotations", "card": {"archived": false, "artifact_type": "application", "description": "🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.", "domain": ["computer-vision", "machine-learning", "image-processing"], "enriched": true, "function": ["image-processing", "computer-vision", "machine-learning"], "health_score": 20, "homepage": "https://vision.skills.network", "language": "TypeScript", "license": "MIT", "license_family": "permissive", "maturity": "abandoned", "member_repos": ["cloud-annotations/cloud-annotations"], "name": "cloud-annotations/cloud-annotations", "platform": ["self-hosted"], "pushed_at": "2022-07-12T17:41:45+00:00", "repo": "cloud-annotations/cloud-annotations", "stars": 2678, "tags": ["image-annotation", "labeling", "object-detection", "collaboration", "training-data", "web-server", "nodejs"], "topics": ["training", "machine-learning", "tensorflow", "hacktoberfest", "cloud-annotations", "ibm-cloud", "label-images", "detection"], "urls": [], "use_cases": ["label images for object detection training", "annotate bounding boxes on images for a dataset", "collaborative image labeling for a team", "create training data for a computer vision model", "label images for TensorFlow training"], "what_it_is": "Cloud Annotations is a collaborative open-source image annotation tool for creating labeled training datasets for object detection and classification. Its hosted version is no longer available, so it must be run locally via the experimental Iris project.", "when_to_avoid": ["you want a hosted, ready-to-use annotation service - the hosted version is discontinued", "you need actively maintained software with recent updates", "you need annotation for video, audio, or text rather than images"], "when_to_choose": ["you need a free, self-hostable image annotation tool for teams", "you want to prepare labeled image datasets for object detection or classification"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/cloud-annotations", "repo": "cloud-annotations/cloud-annotations", "role": "main", "score": 23}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:17:58.474860+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d919373bba8707af6c3bd57c3b9774efb4ea01aecef282281baac5e8208b1e3", "fetched_at": "2026-08-28T04:07:09.914314+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cloud-annotations/cloud-annotations"}, {"content_hash": "7af37e6974448136c5f821932fed99d4ca376c1ac99543e5419764d34d933dec", "fetched_at": "2026-08-29T10:00:37.458898+00:00", "kind": "homepage", "missing": false, "url": "https://vision.skills.network"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:17:58.474860+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d919373bba8707af6c3bd57c3b9774efb4ea01aecef282281baac5e8208b1e3", "fetched_at": "2026-08-28T04:07:09.914314+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cloud-annotations/cloud-annotations"}, {"content_hash": "7af37e6974448136c5f821932fed99d4ca376c1ac99543e5419764d34d933dec", "fetched_at": "2026-08-29T10:00:37.458898+00:00", "kind": "homepage", "missing": false, "url": "https://vision.skills.network"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:17:58.474860+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d919373bba8707af6c3bd57c3b9774efb4ea01aecef282281baac5e8208b1e3", "fetched_at": "2026-08-28T04:07:09.914314+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cloud-annotations/cloud-annotations"}, {"content_hash": "7af37e6974448136c5f821932fed99d4ca376c1ac99543e5419764d34d933dec", "fetched_at": "2026-08-29T10:00:37.458898+00:00", "kind": "homepage", "missing": false, "url": "https://vision.skills.network"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:17:58.474860+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d919373bba8707af6c3bd57c3b9774efb4ea01aecef282281baac5e8208b1e3", "fetched_at": "2026-08-28T04:07:09.914314+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cloud-annotations/cloud-annotations"}, {"content_hash": "7af37e6974448136c5f821932fed99d4ca376c1ac99543e5419764d34d933dec", "fetched_at": "2026-08-29T10:00:37.458898+00:00", "kind": "homepage", "missing": false, "url": "https://vision.skills.network"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:17:58.474860+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d919373bba8707af6c3bd57c3b9774efb4ea01aecef282281baac5e8208b1e3", "fetched_at": "2026-08-28T04:07:09.914314+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cloud-annotations/cloud-annotations"}, {"content_hash": "7af37e6974448136c5f821932fed99d4ca376c1ac99543e5419764d34d933dec", "fetched_at": "2026-08-29T10:00:37.458898+00:00", "kind": "homepage", "missing": false, "url": "https://vision.skills.network"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:17:58.474860+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d919373bba8707af6c3bd57c3b9774efb4ea01aecef282281baac5e8208b1e3", "fetched_at": "2026-08-28T04:07:09.914314+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cloud-annotations/cloud-annotations"}, {"content_hash": "7af37e6974448136c5f821932fed99d4ca376c1ac99543e5419764d34d933dec", "fetched_at": "2026-08-29T10:00:37.458898+00:00", "kind": "homepage", "missing": false, "url": "https://vision.skills.network"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:09.914314+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:17:58.474860+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d919373bba8707af6c3bd57c3b9774efb4ea01aecef282281baac5e8208b1e3", "fetched_at": "2026-08-28T04:07:09.914314+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cloud-annotations/cloud-annotations"}, {"content_hash": "7af37e6974448136c5f821932fed99d4ca376c1ac99543e5419764d34d933dec", "fetched_at": "2026-08-29T10:00:37.458898+00:00", "kind": "homepage", "missing": false, "url": "https://vision.skills.network"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:17:58.474860+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d919373bba8707af6c3bd57c3b9774efb4ea01aecef282281baac5e8208b1e3", "fetched_at": "2026-08-28T04:07:09.914314+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cloud-annotations/cloud-annotations"}, {"content_hash": "7af37e6974448136c5f821932fed99d4ca376c1ac99543e5419764d34d933dec", "fetched_at": "2026-08-29T10:00:37.458898+00:00", "kind": "homepage", "missing": false, "url": "https://vision.skills.network"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:17:58.474860+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d919373bba8707af6c3bd57c3b9774efb4ea01aecef282281baac5e8208b1e3", "fetched_at": "2026-08-28T04:07:09.914314+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cloud-annotations/cloud-annotations"}, {"content_hash": "7af37e6974448136c5f821932fed99d4ca376c1ac99543e5419764d34d933dec", "fetched_at": "2026-08-29T10:00:37.458898+00:00", "kind": "homepage", "missing": false, "url": "https://vision.skills.network"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:17:58.474860+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "3d919373bba8707af6c3bd57c3b9774efb4ea01aecef282281baac5e8208b1e3", "fetched_at": "2026-08-28T04:07:09.914314+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cloud-annotations/cloud-annotations"}, {"content_hash": "7af37e6974448136c5f821932fed99d4ca376c1ac99543e5419764d34d933dec", "fetched_at": "2026-08-29T10:00:37.458898+00:00", "kind": "homepage", "missing": false, "url": "https://vision.skills.network"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2773, "days_push": 1513, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 23, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}