{"adoption": {"forks": 83, "observed_at": "2026-08-28T04:04:01.850618+00:00", "stars": 1220}, "canonical_url": "https://ross.abutalabs.com/products/smpler-x", "card": {"archived": false, "artifact_type": "library", "description": "[NeurIPS 2023] Official Code for \"SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation\"", "domain": ["computer-vision", "machine-learning", "deep-learning", "artificial-intelligence"], "enriched": true, "function": ["machine-learning", "deep-learning", "computer-vision", "image-processing", "video-processing"], "health_score": 60, "homepage": "https://caizhongang.github.io/projects/SMPLer-X/", "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "stable", "member_repos": ["MotrixLab/SMPLer-X"], "name": "MotrixLab/SMPLer-X", "platform": ["python"], "pushed_at": "2026-02-12T08:55:28+00:00", "repo": "MotrixLab/SMPLer-X", "stars": 1220, "tags": ["human-pose-estimation", "smpl-x", "ehps", "3d-human-mesh", "foundation-model", "neurips-2023", "body-hands-face", "motion-capture", "gpu", "docker", "linux"], "topics": [], "urls": [], "use_cases": ["estimate 3d human body hands and face pose from video", "recover smpl-x mesh from monocular images", "fit human body shape and pose from rgb video", "run motion capture without markers using a single camera", "benchmark expressive human pose and shape estimation models", "fine-tune a foundation model for 3d human mesh recovery"], "what_it_is": "Official code for SMPLer-X, a family of foundation models for expressive human pose and shape estimation (EHPS) that unifies body, hand, and face motion capture from images and video. It provides training, testing, inference, visualization, and a HuggingFace demo built on PyTorch and mmpose.", "when_to_avoid": ["you need real-time pose estimation on CPU or edge devices", "you only need lightweight 2D keypoints rather than full 3D SMPL-X meshes", "you require a permissively licensed model for commercial use (license is non-standard)"], "when_to_choose": ["you need state-of-the-art SMPL-X body, hand, and face estimation from RGB input", "you want pretrained EHPS foundation models with scaling-law-backed performance", "you need a research codebase for training and evaluating EHPS models"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/smpler-x", "repo": "MotrixLab/SMPLer-X", "role": "main", "score": 59}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:15:55.843998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "02f1c6f5e995c176bb4117ae991c60631e74babc726984ac03171e982060bafb", "fetched_at": "2026-08-28T04:04:01.850618+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MotrixLab/SMPLer-X"}, {"content_hash": "998cfba7bab93f2f26c9e5c495735bba82be57ea965ff4d865dc0b057ae59712", "fetched_at": "2026-08-29T12:24:32.989922+00:00", "kind": "homepage", "missing": false, "url": "https://caizhongang.github.io/projects/SMPLer-X/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:15:55.843998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "02f1c6f5e995c176bb4117ae991c60631e74babc726984ac03171e982060bafb", "fetched_at": "2026-08-28T04:04:01.850618+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MotrixLab/SMPLer-X"}, {"content_hash": "998cfba7bab93f2f26c9e5c495735bba82be57ea965ff4d865dc0b057ae59712", "fetched_at": "2026-08-29T12:24:32.989922+00:00", "kind": "homepage", "missing": false, "url": "https://caizhongang.github.io/projects/SMPLer-X/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:15:55.843998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "02f1c6f5e995c176bb4117ae991c60631e74babc726984ac03171e982060bafb", "fetched_at": "2026-08-28T04:04:01.850618+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MotrixLab/SMPLer-X"}, {"content_hash": "998cfba7bab93f2f26c9e5c495735bba82be57ea965ff4d865dc0b057ae59712", "fetched_at": "2026-08-29T12:24:32.989922+00:00", "kind": "homepage", "missing": false, "url": "https://caizhongang.github.io/projects/SMPLer-X/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:15:55.843998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "02f1c6f5e995c176bb4117ae991c60631e74babc726984ac03171e982060bafb", "fetched_at": "2026-08-28T04:04:01.850618+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MotrixLab/SMPLer-X"}, {"content_hash": "998cfba7bab93f2f26c9e5c495735bba82be57ea965ff4d865dc0b057ae59712", "fetched_at": "2026-08-29T12:24:32.989922+00:00", "kind": "homepage", "missing": false, "url": "https://caizhongang.github.io/projects/SMPLer-X/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:15:55.843998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "02f1c6f5e995c176bb4117ae991c60631e74babc726984ac03171e982060bafb", "fetched_at": "2026-08-28T04:04:01.850618+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MotrixLab/SMPLer-X"}, {"content_hash": "998cfba7bab93f2f26c9e5c495735bba82be57ea965ff4d865dc0b057ae59712", "fetched_at": "2026-08-29T12:24:32.989922+00:00", "kind": "homepage", "missing": false, "url": "https://caizhongang.github.io/projects/SMPLer-X/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:15:55.843998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "02f1c6f5e995c176bb4117ae991c60631e74babc726984ac03171e982060bafb", "fetched_at": "2026-08-28T04:04:01.850618+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MotrixLab/SMPLer-X"}, {"content_hash": "998cfba7bab93f2f26c9e5c495735bba82be57ea965ff4d865dc0b057ae59712", "fetched_at": "2026-08-29T12:24:32.989922+00:00", "kind": "homepage", "missing": false, "url": "https://caizhongang.github.io/projects/SMPLer-X/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.850618+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:15:55.843998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "02f1c6f5e995c176bb4117ae991c60631e74babc726984ac03171e982060bafb", "fetched_at": "2026-08-28T04:04:01.850618+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MotrixLab/SMPLer-X"}, {"content_hash": "998cfba7bab93f2f26c9e5c495735bba82be57ea965ff4d865dc0b057ae59712", "fetched_at": "2026-08-29T12:24:32.989922+00:00", "kind": "homepage", "missing": false, "url": "https://caizhongang.github.io/projects/SMPLer-X/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:15:55.843998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "02f1c6f5e995c176bb4117ae991c60631e74babc726984ac03171e982060bafb", "fetched_at": "2026-08-28T04:04:01.850618+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MotrixLab/SMPLer-X"}, {"content_hash": "998cfba7bab93f2f26c9e5c495735bba82be57ea965ff4d865dc0b057ae59712", "fetched_at": "2026-08-29T12:24:32.989922+00:00", "kind": "homepage", "missing": false, "url": "https://caizhongang.github.io/projects/SMPLer-X/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:15:55.843998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "02f1c6f5e995c176bb4117ae991c60631e74babc726984ac03171e982060bafb", "fetched_at": "2026-08-28T04:04:01.850618+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MotrixLab/SMPLer-X"}, {"content_hash": "998cfba7bab93f2f26c9e5c495735bba82be57ea965ff4d865dc0b057ae59712", "fetched_at": "2026-08-29T12:24:32.989922+00:00", "kind": "homepage", "missing": false, "url": "https://caizhongang.github.io/projects/SMPLer-X/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:15:55.843998+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "02f1c6f5e995c176bb4117ae991c60631e74babc726984ac03171e982060bafb", "fetched_at": "2026-08-28T04:04:01.850618+00:00", "kind": "readme", "missing": false, "url": "https://github.com/MotrixLab/SMPLer-X"}, {"content_hash": "998cfba7bab93f2f26c9e5c495735bba82be57ea965ff4d865dc0b057ae59712", "fetched_at": "2026-08-29T12:24:32.989922+00:00", "kind": "homepage", "missing": false, "url": "https://caizhongang.github.io/projects/SMPLer-X/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 67, "longevity": 84, "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": 1183, "days_push": 202, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 59, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}