{"adoption": {"forks": 873, "observed_at": "2026-08-28T04:10:31.565104+00:00", "stars": 9508}, "canonical_url": "https://ross.abutalabs.com/products/facechain", "card": {"archived": false, "artifact_type": "library", "description": "FaceChain is a deep-learning toolchain for generating your Digital-Twin.", "domain": ["artificial-intelligence", "image-processing", "deep-learning"], "enriched": true, "function": ["deep-learning", "image-processing", "machine-learning"], "health_score": 39, "homepage": null, "language": "Jupyter Notebook", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["modelscope/facechain"], "name": "modelscope/facechain", "platform": ["python", "cross-platform"], "pushed_at": "2025-06-06T09:32:00+00:00", "repo": "modelscope/facechain", "stars": 9508, "tags": ["portrait-generation", "digital-twin", "text-to-image", "stable-diffusion", "controlnet", "lora", "gradio", "face-adapter", "gpu"], "topics": [], "urls": [], "use_cases": ["generate personal portrait photos in different styles from one selfie", "create a digital twin avatar of myself", "identity-preserving portrait generation with stable diffusion", "run face-adapted text-to-image with ControlNet and LoRA support", "train custom portrait style LoRAs", "generate AI avatars for profile pictures"], "what_it_is": "FaceChain is a deep-learning toolchain from ModelScope for generating identity-preserved personal portraits (digital twins) from a single photo in seconds. It supports text-to-image and inpainting pipelines, integrates with ControlNet and LoRAs, and can be used via Python scripts, a Gradio interface, or SD WebUI.", "when_to_avoid": ["you need general-purpose image editing unrelated to human portraits", "you lack a GPU or cannot run diffusion models locally", "you need a fully hosted no-setup solution without any model downloads"], "when_to_choose": ["you need fast, identity-preserving portrait generation from a single photo", "you want compatibility with existing Stable Diffusion LoRAs and ControlNets", "you want both Python API and Gradio/WebUI interfaces"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/facechain", "repo": "modelscope/facechain", "role": "main", "score": 30}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:22:00.704151+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "809b1da48ccaa0ffbfca4f130a226ce40524eefd38e355777ea5d1dab9100f2d", "fetched_at": "2026-08-28T04:10:31.565104+00:00", "kind": "readme", "missing": false, "url": "https://github.com/modelscope/facechain"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:22:00.704151+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "809b1da48ccaa0ffbfca4f130a226ce40524eefd38e355777ea5d1dab9100f2d", "fetched_at": "2026-08-28T04:10:31.565104+00:00", "kind": "readme", "missing": false, "url": "https://github.com/modelscope/facechain"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:22:00.704151+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "809b1da48ccaa0ffbfca4f130a226ce40524eefd38e355777ea5d1dab9100f2d", "fetched_at": "2026-08-28T04:10:31.565104+00:00", "kind": "readme", "missing": false, "url": "https://github.com/modelscope/facechain"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:22:00.704151+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "809b1da48ccaa0ffbfca4f130a226ce40524eefd38e355777ea5d1dab9100f2d", "fetched_at": "2026-08-28T04:10:31.565104+00:00", "kind": "readme", "missing": false, "url": "https://github.com/modelscope/facechain"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:22:00.704151+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "809b1da48ccaa0ffbfca4f130a226ce40524eefd38e355777ea5d1dab9100f2d", "fetched_at": "2026-08-28T04:10:31.565104+00:00", "kind": "readme", "missing": false, "url": "https://github.com/modelscope/facechain"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:22:00.704151+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "809b1da48ccaa0ffbfca4f130a226ce40524eefd38e355777ea5d1dab9100f2d", "fetched_at": "2026-08-28T04:10:31.565104+00:00", "kind": "readme", "missing": false, "url": "https://github.com/modelscope/facechain"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:10:31.565104+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:22:00.704151+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "809b1da48ccaa0ffbfca4f130a226ce40524eefd38e355777ea5d1dab9100f2d", "fetched_at": "2026-08-28T04:10:31.565104+00:00", "kind": "readme", "missing": false, "url": "https://github.com/modelscope/facechain"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:22:00.704151+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "809b1da48ccaa0ffbfca4f130a226ce40524eefd38e355777ea5d1dab9100f2d", "fetched_at": "2026-08-28T04:10:31.565104+00:00", "kind": "readme", "missing": false, "url": "https://github.com/modelscope/facechain"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:22:00.704151+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "809b1da48ccaa0ffbfca4f130a226ce40524eefd38e355777ea5d1dab9100f2d", "fetched_at": "2026-08-28T04:10:31.565104+00:00", "kind": "readme", "missing": false, "url": "https://github.com/modelscope/facechain"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:22:00.704151+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "809b1da48ccaa0ffbfca4f130a226ce40524eefd38e355777ea5d1dab9100f2d", "fetched_at": "2026-08-28T04:10:31.565104+00:00", "kind": "readme", "missing": false, "url": "https://github.com/modelscope/facechain"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 25, "longevity": 79, "rhythm": 8}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1119, "days_push": 453, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 30, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}