{"adoption": {"forks": 362, "observed_at": "2026-08-28T04:06:44.521968+00:00", "stars": 2413}, "canonical_url": "https://ross.abutalabs.com/products/smartdeblur", "card": {"archived": false, "artifact_type": "application", "description": "Restoration of defocused and blurred photos/images", "domain": ["image-processing", "photography"], "enriched": true, "function": ["image-processing", "gui"], "health_score": 20, "homepage": null, "language": "C++", "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["Y-Vladimir/SmartDeblur"], "name": "Y-Vladimir/SmartDeblur", "platform": ["windows", "cpp"], "pushed_at": "2019-04-02T05:48:49+00:00", "repo": "Y-Vladimir/SmartDeblur", "stars": 2413, "tags": ["deconvolution", "deblur", "qt", "fftw", "photo-restoration", "macos"], "topics": [], "urls": [], "use_cases": ["fix out of focus photos", "remove motion blur from an image", "deblur a gaussian blurred picture", "restore blurred license plate in photo", "sharpen defocused image with deconvolution"], "what_it_is": "SmartDeblur is a C++/Qt desktop application that restores defocused and blurred photos using deconvolution techniques (Wiener, Tikhonov, Total Variation prior). It supports out-of-focus, motion, and Gaussian blur correction with real-time parameter tuning.", "when_to_avoid": ["you need batch or scripted image processing", "you need actively maintained software with recent updates", "you need a library to embed in your own application"], "when_to_choose": ["you need a GUI tool to deblur photos without writing code", "you need fine-grained tuning of blur kernel parameters", "you want full-resolution processing with real-time preview"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/smartdeblur", "repo": "Y-Vladimir/SmartDeblur", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:33:14.049504+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f49abe6512182cd6be2737ecb88b421233d0d4569e73b8574edc0b4a72695a2", "fetched_at": "2026-08-28T04:06:44.521968+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Y-Vladimir/SmartDeblur"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:33:14.049504+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f49abe6512182cd6be2737ecb88b421233d0d4569e73b8574edc0b4a72695a2", "fetched_at": "2026-08-28T04:06:44.521968+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Y-Vladimir/SmartDeblur"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:33:14.049504+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f49abe6512182cd6be2737ecb88b421233d0d4569e73b8574edc0b4a72695a2", "fetched_at": "2026-08-28T04:06:44.521968+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Y-Vladimir/SmartDeblur"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:33:14.049504+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f49abe6512182cd6be2737ecb88b421233d0d4569e73b8574edc0b4a72695a2", "fetched_at": "2026-08-28T04:06:44.521968+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Y-Vladimir/SmartDeblur"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:33:14.049504+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f49abe6512182cd6be2737ecb88b421233d0d4569e73b8574edc0b4a72695a2", "fetched_at": "2026-08-28T04:06:44.521968+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Y-Vladimir/SmartDeblur"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:33:14.049504+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f49abe6512182cd6be2737ecb88b421233d0d4569e73b8574edc0b4a72695a2", "fetched_at": "2026-08-28T04:06:44.521968+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Y-Vladimir/SmartDeblur"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:44.521968+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:33:14.049504+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f49abe6512182cd6be2737ecb88b421233d0d4569e73b8574edc0b4a72695a2", "fetched_at": "2026-08-28T04:06:44.521968+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Y-Vladimir/SmartDeblur"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:33:14.049504+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f49abe6512182cd6be2737ecb88b421233d0d4569e73b8574edc0b4a72695a2", "fetched_at": "2026-08-28T04:06:44.521968+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Y-Vladimir/SmartDeblur"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:33:14.049504+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f49abe6512182cd6be2737ecb88b421233d0d4569e73b8574edc0b4a72695a2", "fetched_at": "2026-08-28T04:06:44.521968+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Y-Vladimir/SmartDeblur"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:33:14.049504+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "7f49abe6512182cd6be2737ecb88b421233d0d4569e73b8574edc0b4a72695a2", "fetched_at": "2026-08-28T04:06:44.521968+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Y-Vladimir/SmartDeblur"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 5181, "days_push": 2710, "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}}