{"adoption": {"forks": 1839, "observed_at": "2026-08-28T04:11:31.497333+00:00", "stars": 21263}, "canonical_url": "https://ross.abutalabs.com/products/video2x", "card": {"archived": false, "artifact_type": "application", "description": "A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.", "domain": ["machine-learning", "image-processing", "media"], "enriched": true, "function": ["machine-learning", "video-processing", "image-processing", "gpu-computing"], "health_score": 74, "homepage": "https://docs.video2x.org", "language": "C++", "license": "AGPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["k4yt3x/video2x"], "name": "k4yt3x/video2x", "platform": ["windows", "cpp"], "pushed_at": "2026-03-07T15:39:42+00:00", "repo": "k4yt3x/video2x", "stars": 21263, "tags": ["video-upscaling", "super-resolution", "frame-interpolation", "anime4k", "realesrgan", "rife", "vulkan", "ncnn", "video", "linux", "gpu"], "topics": ["machine-learning", "anime4k", "vulkan", "realesrgan", "neural-networks", "super-resoluion", "upscale-video", "rife", "frame-interpolation", "realcugan"], "urls": [], "use_cases": ["upscale low-resolution videos to higher resolution", "increase video frame rate with frame interpolation", "enhance anime video quality", "upscale images with Real-ESRGAN", "restore old or blurry video footage"], "what_it_is": "Video2X is a machine learning-based video super-resolution and frame interpolation framework written in C/C++. It upscales videos and images using models like Anime4K, Real-ESRGAN, and Real-CUGAN, and interpolates frames with RIFE, running on Vulkan-capable GPUs.", "when_to_avoid": ["your GPU does not support Vulkan or your CPU lacks AVX2", "you need macOS support", "you need a lightweight non-ML upscaler"], "when_to_choose": ["you need GPU-accelerated video upscaling with state-of-the-art models", "you want a GUI tool on Windows or a CLI on Linux", "you work with anime content and want Anime4K or Real-CUGAN support"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/video2x", "repo": "k4yt3x/video2x", "role": "main", "score": 66}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:58:26.878039+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d90042ba4e727f4d3e38a5bcbd8bab37edf79fadf59a70ee4c3fe0708d7e51c", "fetched_at": "2026-08-28T04:11:31.497333+00:00", "kind": "readme", "missing": false, "url": "https://github.com/k4yt3x/video2x"}, {"content_hash": "93ab4497721b7eaf6153e0ce25277d74eeb2a9f5a904c29418a5c19293c48a05", "fetched_at": "2026-08-29T07:56:51.154410+00:00", "kind": "homepage", "missing": false, "url": "https://docs.video2x.org"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:58:26.878039+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d90042ba4e727f4d3e38a5bcbd8bab37edf79fadf59a70ee4c3fe0708d7e51c", "fetched_at": "2026-08-28T04:11:31.497333+00:00", "kind": "readme", "missing": false, "url": "https://github.com/k4yt3x/video2x"}, {"content_hash": "93ab4497721b7eaf6153e0ce25277d74eeb2a9f5a904c29418a5c19293c48a05", "fetched_at": "2026-08-29T07:56:51.154410+00:00", "kind": "homepage", "missing": false, "url": "https://docs.video2x.org"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:58:26.878039+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d90042ba4e727f4d3e38a5bcbd8bab37edf79fadf59a70ee4c3fe0708d7e51c", "fetched_at": "2026-08-28T04:11:31.497333+00:00", "kind": "readme", "missing": false, "url": "https://github.com/k4yt3x/video2x"}, {"content_hash": "93ab4497721b7eaf6153e0ce25277d74eeb2a9f5a904c29418a5c19293c48a05", "fetched_at": "2026-08-29T07:56:51.154410+00:00", "kind": "homepage", "missing": false, "url": "https://docs.video2x.org"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:58:26.878039+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d90042ba4e727f4d3e38a5bcbd8bab37edf79fadf59a70ee4c3fe0708d7e51c", "fetched_at": "2026-08-28T04:11:31.497333+00:00", "kind": "readme", "missing": false, "url": "https://github.com/k4yt3x/video2x"}, {"content_hash": "93ab4497721b7eaf6153e0ce25277d74eeb2a9f5a904c29418a5c19293c48a05", "fetched_at": "2026-08-29T07:56:51.154410+00:00", "kind": "homepage", "missing": false, "url": "https://docs.video2x.org"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:58:26.878039+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d90042ba4e727f4d3e38a5bcbd8bab37edf79fadf59a70ee4c3fe0708d7e51c", "fetched_at": "2026-08-28T04:11:31.497333+00:00", "kind": "readme", "missing": false, "url": "https://github.com/k4yt3x/video2x"}, {"content_hash": "93ab4497721b7eaf6153e0ce25277d74eeb2a9f5a904c29418a5c19293c48a05", "fetched_at": "2026-08-29T07:56:51.154410+00:00", "kind": "homepage", "missing": false, "url": "https://docs.video2x.org"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:58:26.878039+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d90042ba4e727f4d3e38a5bcbd8bab37edf79fadf59a70ee4c3fe0708d7e51c", "fetched_at": "2026-08-28T04:11:31.497333+00:00", "kind": "readme", "missing": false, "url": "https://github.com/k4yt3x/video2x"}, {"content_hash": "93ab4497721b7eaf6153e0ce25277d74eeb2a9f5a904c29418a5c19293c48a05", "fetched_at": "2026-08-29T07:56:51.154410+00:00", "kind": "homepage", "missing": false, "url": "https://docs.video2x.org"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:31.497333+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:58:26.878039+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d90042ba4e727f4d3e38a5bcbd8bab37edf79fadf59a70ee4c3fe0708d7e51c", "fetched_at": "2026-08-28T04:11:31.497333+00:00", "kind": "readme", "missing": false, "url": "https://github.com/k4yt3x/video2x"}, {"content_hash": "93ab4497721b7eaf6153e0ce25277d74eeb2a9f5a904c29418a5c19293c48a05", "fetched_at": "2026-08-29T07:56:51.154410+00:00", "kind": "homepage", "missing": false, "url": "https://docs.video2x.org"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:58:26.878039+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d90042ba4e727f4d3e38a5bcbd8bab37edf79fadf59a70ee4c3fe0708d7e51c", "fetched_at": "2026-08-28T04:11:31.497333+00:00", "kind": "readme", "missing": false, "url": "https://github.com/k4yt3x/video2x"}, {"content_hash": "93ab4497721b7eaf6153e0ce25277d74eeb2a9f5a904c29418a5c19293c48a05", "fetched_at": "2026-08-29T07:56:51.154410+00:00", "kind": "homepage", "missing": false, "url": "https://docs.video2x.org"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:58:26.878039+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d90042ba4e727f4d3e38a5bcbd8bab37edf79fadf59a70ee4c3fe0708d7e51c", "fetched_at": "2026-08-28T04:11:31.497333+00:00", "kind": "readme", "missing": false, "url": "https://github.com/k4yt3x/video2x"}, {"content_hash": "93ab4497721b7eaf6153e0ce25277d74eeb2a9f5a904c29418a5c19293c48a05", "fetched_at": "2026-08-29T07:56:51.154410+00:00", "kind": "homepage", "missing": false, "url": "https://docs.video2x.org"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:58:26.878039+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d90042ba4e727f4d3e38a5bcbd8bab37edf79fadf59a70ee4c3fe0708d7e51c", "fetched_at": "2026-08-28T04:11:31.497333+00:00", "kind": "readme", "missing": false, "url": "https://github.com/k4yt3x/video2x"}, {"content_hash": "93ab4497721b7eaf6153e0ce25277d74eeb2a9f5a904c29418a5c19293c48a05", "fetched_at": "2026-08-29T07:56:51.154410+00:00", "kind": "homepage", "missing": false, "url": "https://docs.video2x.org"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 71, "longevity": 100, "rhythm": 40}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3112, "days_push": 179, "days_rel": 586, "gap_med": 7.5, "n_releases_24m": 7}, "score": 66, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}