{"adoption": {"forks": 376, "observed_at": "2026-08-28T04:03:36.267354+00:00", "stars": 1104}, "canonical_url": "https://ross.abutalabs.com/products/zao", "card": {"archived": false, "artifact_type": "library", "description": "AI技术换脸源码", "domain": ["deep-learning", "computer-vision", "image-processing", "artificial-intelligence"], "enriched": true, "function": ["machine-learning", "deep-learning", "image-processing", "video-processing", "computer-vision"], "health_score": 20, "homepage": null, "language": "Python", "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["qiucheng025/zao-"], "name": "qiucheng025/zao-", "platform": ["python", "windows"], "pushed_at": "2023-10-03T21:30:35+00:00", "repo": "qiucheng025/zao-", "stars": 1104, "tags": ["faceswap", "deepfake", "face-swapping", "deep-learning", "gan", "media-manipulation", "ethics-statement", "video", "linux", "macos", "gpu"], "topics": ["faceswap", "ai", "zao"], "urls": [], "use_cases": ["swap faces in photos with deep learning", "create face-swapped videos", "train a faceswap model from two sets of face photos", "extract faces from images and videos for training", "experiment with deepfake technology for learning", "run faceswap through a GUI"], "what_it_is": "A Python deep learning tool that identifies and swaps faces in images and videos, with extract, train, and convert workflows plus an optional GUI. It requires a modern CUDA-capable GPU for best performance and includes an explicit ethical-use statement.", "when_to_avoid": ["you need a no-license project for commercial use - the repository has no license, so usage rights are unclear", "you want a one-click consumer app rather than a training workflow", "you cannot provide a GPU or accept slow CPU training", "you intend non-consensual or unethical face swapping - the project explicitly forbids this"], "when_to_choose": ["you want a mature, well-documented open-source faceswap pipeline with extract/train/convert stages", "you have a CUDA GPU and want to train custom face-swap models", "you want to learn how deepfake technology works hands-on", "you need cross-platform support (Windows, Linux, macOS)"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/zao", "repo": "qiucheng025/zao-", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:45:29.237215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4e84e7449f8ad5c2ca73429e94601ee045092420a465281b9d4111b16c95a1a0", "fetched_at": "2026-08-28T04:03:36.267354+00:00", "kind": "readme", "missing": false, "url": "https://github.com/qiucheng025/zao-"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:45:29.237215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4e84e7449f8ad5c2ca73429e94601ee045092420a465281b9d4111b16c95a1a0", "fetched_at": "2026-08-28T04:03:36.267354+00:00", "kind": "readme", "missing": false, "url": "https://github.com/qiucheng025/zao-"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:45:29.237215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4e84e7449f8ad5c2ca73429e94601ee045092420a465281b9d4111b16c95a1a0", "fetched_at": "2026-08-28T04:03:36.267354+00:00", "kind": "readme", "missing": false, "url": "https://github.com/qiucheng025/zao-"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:45:29.237215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4e84e7449f8ad5c2ca73429e94601ee045092420a465281b9d4111b16c95a1a0", "fetched_at": "2026-08-28T04:03:36.267354+00:00", "kind": "readme", "missing": false, "url": "https://github.com/qiucheng025/zao-"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:45:29.237215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4e84e7449f8ad5c2ca73429e94601ee045092420a465281b9d4111b16c95a1a0", "fetched_at": "2026-08-28T04:03:36.267354+00:00", "kind": "readme", "missing": false, "url": "https://github.com/qiucheng025/zao-"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:45:29.237215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4e84e7449f8ad5c2ca73429e94601ee045092420a465281b9d4111b16c95a1a0", "fetched_at": "2026-08-28T04:03:36.267354+00:00", "kind": "readme", "missing": false, "url": "https://github.com/qiucheng025/zao-"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:36.267354+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:45:29.237215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4e84e7449f8ad5c2ca73429e94601ee045092420a465281b9d4111b16c95a1a0", "fetched_at": "2026-08-28T04:03:36.267354+00:00", "kind": "readme", "missing": false, "url": "https://github.com/qiucheng025/zao-"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:45:29.237215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4e84e7449f8ad5c2ca73429e94601ee045092420a465281b9d4111b16c95a1a0", "fetched_at": "2026-08-28T04:03:36.267354+00:00", "kind": "readme", "missing": false, "url": "https://github.com/qiucheng025/zao-"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:45:29.237215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4e84e7449f8ad5c2ca73429e94601ee045092420a465281b9d4111b16c95a1a0", "fetched_at": "2026-08-28T04:03:36.267354+00:00", "kind": "readme", "missing": false, "url": "https://github.com/qiucheng025/zao-"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:45:29.237215+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "4e84e7449f8ad5c2ca73429e94601ee045092420a465281b9d4111b16c95a1a0", "fetched_at": "2026-08-28T04:03:36.267354+00:00", "kind": "readme", "missing": false, "url": "https://github.com/qiucheng025/zao-"}], "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": 2553, "days_push": 1065, "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}}