{"adoption": {"forks": 282, "observed_at": "2026-08-28T04:04:22.640548+00:00", "stars": 1325}, "canonical_url": "https://ross.abutalabs.com/products/cvzone", "card": {"archived": false, "artifact_type": "library", "description": "This is a Computer vision package that makes its easy to run Image processing and AI functions. At the core it uses OpenCV and Mediapipe libraries.", "domain": ["computer-vision", "image-processing", "artificial-intelligence"], "enriched": true, "function": ["computer-vision", "image-processing", "machine-learning"], "health_score": 20, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["cvzone/cvzone"], "name": "cvzone/cvzone", "platform": ["python", "cross-platform"], "pushed_at": "2024-05-10T12:42:26+00:00", "repo": "cvzone/cvzone", "stars": 1325, "tags": ["opencv", "mediapipe", "hand-tracking", "face-detection", "pose-estimation", "selfie-segmentation"], "topics": ["computervision", "opencv-python", "opencv", "mediapipe"], "urls": [], "use_cases": ["track hands from a webcam in python", "detect faces and face landmarks in video", "run pose estimation on camera frames", "segment a person from the background (selfie segmentation)", "draw styled rectangles and text overlays on images", "stack, rotate, and overlay images with opencv", "classify images with a simple module"], "what_it_is": "CVZone is a Python computer vision helper library that wraps OpenCV and MediaPipe to simplify image processing and AI functions like hand tracking, face detection, and pose estimation. It provides easy-to-use modules and drawing utilities on top of these core libraries.", "when_to_avoid": ["you need fine-grained control or the latest MediaPipe features", "you need high performance with minimal overhead", "you need a library with frequent updates or long-term commercial support"], "when_to_choose": ["you want simple, beginner-friendly wrappers around OpenCV and MediaPipe", "you need quick prototypes for hand, face, or pose tracking", "you want ready-made drawing and image utility helpers"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/cvzone", "repo": "cvzone/cvzone", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:46:33.732826+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e05c4a453ee92ce66b044acbe829a721e420aed406e3f0d37b21f68ef1f4824f", "fetched_at": "2026-08-28T04:04:22.640548+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cvzone/cvzone"}, {"content_hash": "de1d34bbf591f24571e8c5b88d0a7fe27a3cc6399fba2da1d9174a0b1dd0eed9", "fetched_at": "2026-08-29T12:05:24.740480+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/cvzone/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:46:33.732826+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e05c4a453ee92ce66b044acbe829a721e420aed406e3f0d37b21f68ef1f4824f", "fetched_at": "2026-08-28T04:04:22.640548+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cvzone/cvzone"}, {"content_hash": "de1d34bbf591f24571e8c5b88d0a7fe27a3cc6399fba2da1d9174a0b1dd0eed9", "fetched_at": "2026-08-29T12:05:24.740480+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/cvzone/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:46:33.732826+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e05c4a453ee92ce66b044acbe829a721e420aed406e3f0d37b21f68ef1f4824f", "fetched_at": "2026-08-28T04:04:22.640548+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cvzone/cvzone"}, {"content_hash": "de1d34bbf591f24571e8c5b88d0a7fe27a3cc6399fba2da1d9174a0b1dd0eed9", "fetched_at": "2026-08-29T12:05:24.740480+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/cvzone/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:46:33.732826+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e05c4a453ee92ce66b044acbe829a721e420aed406e3f0d37b21f68ef1f4824f", "fetched_at": "2026-08-28T04:04:22.640548+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cvzone/cvzone"}, {"content_hash": "de1d34bbf591f24571e8c5b88d0a7fe27a3cc6399fba2da1d9174a0b1dd0eed9", "fetched_at": "2026-08-29T12:05:24.740480+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/cvzone/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:46:33.732826+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e05c4a453ee92ce66b044acbe829a721e420aed406e3f0d37b21f68ef1f4824f", "fetched_at": "2026-08-28T04:04:22.640548+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cvzone/cvzone"}, {"content_hash": "de1d34bbf591f24571e8c5b88d0a7fe27a3cc6399fba2da1d9174a0b1dd0eed9", "fetched_at": "2026-08-29T12:05:24.740480+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/cvzone/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:46:33.732826+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e05c4a453ee92ce66b044acbe829a721e420aed406e3f0d37b21f68ef1f4824f", "fetched_at": "2026-08-28T04:04:22.640548+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cvzone/cvzone"}, {"content_hash": "de1d34bbf591f24571e8c5b88d0a7fe27a3cc6399fba2da1d9174a0b1dd0eed9", "fetched_at": "2026-08-29T12:05:24.740480+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/cvzone/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:22.640548+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:46:33.732826+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e05c4a453ee92ce66b044acbe829a721e420aed406e3f0d37b21f68ef1f4824f", "fetched_at": "2026-08-28T04:04:22.640548+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cvzone/cvzone"}, {"content_hash": "de1d34bbf591f24571e8c5b88d0a7fe27a3cc6399fba2da1d9174a0b1dd0eed9", "fetched_at": "2026-08-29T12:05:24.740480+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/cvzone/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:46:33.732826+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e05c4a453ee92ce66b044acbe829a721e420aed406e3f0d37b21f68ef1f4824f", "fetched_at": "2026-08-28T04:04:22.640548+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cvzone/cvzone"}, {"content_hash": "de1d34bbf591f24571e8c5b88d0a7fe27a3cc6399fba2da1d9174a0b1dd0eed9", "fetched_at": "2026-08-29T12:05:24.740480+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/cvzone/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:46:33.732826+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e05c4a453ee92ce66b044acbe829a721e420aed406e3f0d37b21f68ef1f4824f", "fetched_at": "2026-08-28T04:04:22.640548+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cvzone/cvzone"}, {"content_hash": "de1d34bbf591f24571e8c5b88d0a7fe27a3cc6399fba2da1d9174a0b1dd0eed9", "fetched_at": "2026-08-29T12:05:24.740480+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/cvzone/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:46:33.732826+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "e05c4a453ee92ce66b044acbe829a721e420aed406e3f0d37b21f68ef1f4824f", "fetched_at": "2026-08-28T04:04:22.640548+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cvzone/cvzone"}, {"content_hash": "de1d34bbf591f24571e8c5b88d0a7fe27a3cc6399fba2da1d9174a0b1dd0eed9", "fetched_at": "2026-08-29T12:05:24.740480+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/cvzone/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1943, "days_push": 845, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}