{"adoption": {"forks": 395, "observed_at": "2026-08-28T04:07:10.244471+00:00", "stars": 2685}, "canonical_url": "https://ross.abutalabs.com/products/smplx", "card": {"archived": false, "artifact_type": "library", "description": "SMPL-X", "domain": ["computer-vision", "graphics", "machine-learning"], "enriched": true, "function": ["machine-learning", "computer-vision", "graphics", "simulation"], "health_score": 20, "homepage": "https://smpl-x.is.tue.mpg.de/", "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "maintenance", "member_repos": ["vchoutas/smplx"], "name": "vchoutas/smplx", "platform": ["python", "windows"], "pushed_at": "2024-08-12T05:09:47+00:00", "repo": "vchoutas/smplx", "stars": 2685, "tags": ["smpl", "3d-human-body-model", "pytorch", "parametric-body-model", "non-commercial-license", "computer-graphics", "human-pose", "research", "linux", "macos"], "topics": [], "urls": [], "use_cases": ["load and evaluate the SMPL-X 3D human body model in PyTorch", "fit a 3D body model with hands and face to 2D image features", "convert between SMPL, SMPL+H, and SMPL-X model parameters", "generate 3D human meshes from pose, shape, and expression parameters", "build human pose estimation or body capture research pipelines", "render parametric 3D human avatars for research"], "what_it_is": "A PyTorch implementation of SMPL-X, a unified parametric 3D model of the human body with fully articulated hands and an expressive face, also supporting loading of SMPL and SMPL+H models. It provides model loading, parameter fitting utilities, and transfer code between models in the SMPL family.", "when_to_avoid": ["you need a permissively licensed model for commercial products - the license restricts use to non-commercial scientific research", "you need a general-purpose 3D animation or character rigging tool rather than a parametric body model library", "you need ready-made pretrained networks that regress SMPL-X parameters from images - this repo provides the model itself, not full estimation pipelines"], "when_to_choose": ["you need a research-grade implementation of SMPL-X, SMPL+H, or SMPL in PyTorch", "your project involves 3D human pose, shape, or expression estimation from images", "you need to transfer parameters between models in the SMPL family", "you are doing non-commercial scientific research on expressive human capture"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/smplx", "repo": "vchoutas/smplx", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:17:50.804143+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8c16187bc64d839fca439a37f3f4d3d2dbbc577d6d8349ec318a3d469f2e9984", "fetched_at": "2026-08-28T04:07:10.244471+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vchoutas/smplx"}, {"content_hash": "8f885443046eded15570050ad40bc3385a9c089afa055334a97ce49a329acf3a", "fetched_at": "2026-08-29T10:00:00.077126+00:00", "kind": "homepage", "missing": false, "url": "https://smpl-x.is.tue.mpg.de/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:17:50.804143+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8c16187bc64d839fca439a37f3f4d3d2dbbc577d6d8349ec318a3d469f2e9984", "fetched_at": "2026-08-28T04:07:10.244471+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vchoutas/smplx"}, {"content_hash": "8f885443046eded15570050ad40bc3385a9c089afa055334a97ce49a329acf3a", "fetched_at": "2026-08-29T10:00:00.077126+00:00", "kind": "homepage", "missing": false, "url": "https://smpl-x.is.tue.mpg.de/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:17:50.804143+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8c16187bc64d839fca439a37f3f4d3d2dbbc577d6d8349ec318a3d469f2e9984", "fetched_at": "2026-08-28T04:07:10.244471+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vchoutas/smplx"}, {"content_hash": "8f885443046eded15570050ad40bc3385a9c089afa055334a97ce49a329acf3a", "fetched_at": "2026-08-29T10:00:00.077126+00:00", "kind": "homepage", "missing": false, "url": "https://smpl-x.is.tue.mpg.de/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:17:50.804143+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8c16187bc64d839fca439a37f3f4d3d2dbbc577d6d8349ec318a3d469f2e9984", "fetched_at": "2026-08-28T04:07:10.244471+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vchoutas/smplx"}, {"content_hash": "8f885443046eded15570050ad40bc3385a9c089afa055334a97ce49a329acf3a", "fetched_at": "2026-08-29T10:00:00.077126+00:00", "kind": "homepage", "missing": false, "url": "https://smpl-x.is.tue.mpg.de/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:17:50.804143+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8c16187bc64d839fca439a37f3f4d3d2dbbc577d6d8349ec318a3d469f2e9984", "fetched_at": "2026-08-28T04:07:10.244471+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vchoutas/smplx"}, {"content_hash": "8f885443046eded15570050ad40bc3385a9c089afa055334a97ce49a329acf3a", "fetched_at": "2026-08-29T10:00:00.077126+00:00", "kind": "homepage", "missing": false, "url": "https://smpl-x.is.tue.mpg.de/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:17:50.804143+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8c16187bc64d839fca439a37f3f4d3d2dbbc577d6d8349ec318a3d469f2e9984", "fetched_at": "2026-08-28T04:07:10.244471+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vchoutas/smplx"}, {"content_hash": "8f885443046eded15570050ad40bc3385a9c089afa055334a97ce49a329acf3a", "fetched_at": "2026-08-29T10:00:00.077126+00:00", "kind": "homepage", "missing": false, "url": "https://smpl-x.is.tue.mpg.de/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:10.244471+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:17:50.804143+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8c16187bc64d839fca439a37f3f4d3d2dbbc577d6d8349ec318a3d469f2e9984", "fetched_at": "2026-08-28T04:07:10.244471+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vchoutas/smplx"}, {"content_hash": "8f885443046eded15570050ad40bc3385a9c089afa055334a97ce49a329acf3a", "fetched_at": "2026-08-29T10:00:00.077126+00:00", "kind": "homepage", "missing": false, "url": "https://smpl-x.is.tue.mpg.de/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:17:50.804143+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8c16187bc64d839fca439a37f3f4d3d2dbbc577d6d8349ec318a3d469f2e9984", "fetched_at": "2026-08-28T04:07:10.244471+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vchoutas/smplx"}, {"content_hash": "8f885443046eded15570050ad40bc3385a9c089afa055334a97ce49a329acf3a", "fetched_at": "2026-08-29T10:00:00.077126+00:00", "kind": "homepage", "missing": false, "url": "https://smpl-x.is.tue.mpg.de/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:17:50.804143+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8c16187bc64d839fca439a37f3f4d3d2dbbc577d6d8349ec318a3d469f2e9984", "fetched_at": "2026-08-28T04:07:10.244471+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vchoutas/smplx"}, {"content_hash": "8f885443046eded15570050ad40bc3385a9c089afa055334a97ce49a329acf3a", "fetched_at": "2026-08-29T10:00:00.077126+00:00", "kind": "homepage", "missing": false, "url": "https://smpl-x.is.tue.mpg.de/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:17:50.804143+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "8c16187bc64d839fca439a37f3f4d3d2dbbc577d6d8349ec318a3d469f2e9984", "fetched_at": "2026-08-28T04:07:10.244471+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vchoutas/smplx"}, {"content_hash": "8f885443046eded15570050ad40bc3385a9c089afa055334a97ce49a329acf3a", "fetched_at": "2026-08-29T10:00:00.077126+00:00", "kind": "homepage", "missing": false, "url": "https://smpl-x.is.tue.mpg.de/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+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": 2673, "days_push": 751, "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}}