{"adoption": {"forks": 219, "observed_at": "2026-08-28T04:05:03.675875+00:00", "stars": 1559}, "canonical_url": "https://ross.abutalabs.com/products/video-analyzer", "card": {"archived": false, "artifact_type": "cli-tool", "description": "Analyze videos using LLMs, Computer Vision and Automatic Speech Recognition", "domain": ["machine-learning", "artificial-intelligence", "speech-processing", "computer-vision"], "enriched": true, "function": ["video-processing", "speech-recognition", "llm-inference", "computer-vision", "nlp"], "health_score": 85, "homepage": null, "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["byjlw/video-analyzer"], "name": "byjlw/video-analyzer", "platform": ["python", "cli", "cross-platform", "windows"], "pushed_at": "2026-04-19T19:29:05+00:00", "repo": "byjlw/video-analyzer", "stars": 1559, "tags": ["whisper", "ollama", "vision-language-model", "frame-extraction", "video-summarization", "local-llm", "video", "macos", "linux"], "topics": ["asr", "llms", "video", "video-processing"], "urls": [], "use_cases": ["generate natural language descriptions of videos", "transcribe audio from video files", "summarize what happens in a video", "analyze video content without cloud services", "extract key frames from videos for LLM analysis", "describe surveillance or footage clips automatically"], "what_it_is": "A Python CLI tool that analyzes videos by extracting key frames, transcribing audio with Whisper, and describing content using vision LLMs like Llama 3.2 Vision via Ollama or OpenAI-compatible APIs. It can run fully locally or against cloud LLM services and outputs structured JSON analysis results.", "when_to_avoid": ["you lack 16GB+ RAM or a capable GPU and cannot use cloud APIs", "you need real-time or streaming video analysis", "you need frame-accurate object detection rather than natural language descriptions"], "when_to_choose": ["you want local, private video analysis with no API keys", "you need combined visual frame analysis plus audio transcription", "you have the hardware (GPU/Apple Silicon) to run vision models locally", "you want structured JSON output of video content"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/video-analyzer", "repo": "byjlw/video-analyzer", "role": "main", "score": 60}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:29:49.681378+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f6f571efaac019fc7ab5301b6f2bb1a74c91c48d0abb744c0ad147bcff73947", "fetched_at": "2026-08-28T04:05:03.675875+00:00", "kind": "readme", "missing": false, "url": "https://github.com/byjlw/video-analyzer"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:29:49.681378+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f6f571efaac019fc7ab5301b6f2bb1a74c91c48d0abb744c0ad147bcff73947", "fetched_at": "2026-08-28T04:05:03.675875+00:00", "kind": "readme", "missing": false, "url": "https://github.com/byjlw/video-analyzer"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:29:49.681378+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f6f571efaac019fc7ab5301b6f2bb1a74c91c48d0abb744c0ad147bcff73947", "fetched_at": "2026-08-28T04:05:03.675875+00:00", "kind": "readme", "missing": false, "url": "https://github.com/byjlw/video-analyzer"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:29:49.681378+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f6f571efaac019fc7ab5301b6f2bb1a74c91c48d0abb744c0ad147bcff73947", "fetched_at": "2026-08-28T04:05:03.675875+00:00", "kind": "readme", "missing": false, "url": "https://github.com/byjlw/video-analyzer"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:29:49.681378+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f6f571efaac019fc7ab5301b6f2bb1a74c91c48d0abb744c0ad147bcff73947", "fetched_at": "2026-08-28T04:05:03.675875+00:00", "kind": "readme", "missing": false, "url": "https://github.com/byjlw/video-analyzer"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:29:49.681378+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f6f571efaac019fc7ab5301b6f2bb1a74c91c48d0abb744c0ad147bcff73947", "fetched_at": "2026-08-28T04:05:03.675875+00:00", "kind": "readme", "missing": false, "url": "https://github.com/byjlw/video-analyzer"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:03.675875+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:29:49.681378+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f6f571efaac019fc7ab5301b6f2bb1a74c91c48d0abb744c0ad147bcff73947", "fetched_at": "2026-08-28T04:05:03.675875+00:00", "kind": "readme", "missing": false, "url": "https://github.com/byjlw/video-analyzer"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:29:49.681378+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f6f571efaac019fc7ab5301b6f2bb1a74c91c48d0abb744c0ad147bcff73947", "fetched_at": "2026-08-28T04:05:03.675875+00:00", "kind": "readme", "missing": false, "url": "https://github.com/byjlw/video-analyzer"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:29:49.681378+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f6f571efaac019fc7ab5301b6f2bb1a74c91c48d0abb744c0ad147bcff73947", "fetched_at": "2026-08-28T04:05:03.675875+00:00", "kind": "readme", "missing": false, "url": "https://github.com/byjlw/video-analyzer"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:29:49.681378+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1f6f571efaac019fc7ab5301b6f2bb1a74c91c48d0abb744c0ad147bcff73947", "fetched_at": "2026-08-28T04:05:03.675875+00:00", "kind": "readme", "missing": false, "url": "https://github.com/byjlw/video-analyzer"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 78, "longevity": 47, "rhythm": 43}, "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": 661, "days_push": 136, "days_rel": 166, "gap_med": 184.5, "n_releases_24m": 3}, "score": 60, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}