{"adoption": {"forks": 240, "observed_at": "2026-08-28T04:07:06.807520+00:00", "stars": 2647}, "canonical_url": "https://ross.abutalabs.com/products/mimicmotion", "card": {"archived": false, "artifact_type": "library", "description": "High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance", "domain": ["deep-learning", "computer-vision", "artificial-intelligence"], "enriched": true, "function": ["video-processing", "machine-learning", "deep-learning", "image-processing"], "health_score": 52, "homepage": "https://tencent.github.io/MimicMotion/", "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["Tencent/MimicMotion"], "name": "Tencent/MimicMotion", "platform": ["python"], "pushed_at": "2025-11-18T06:29:12+00:00", "repo": "Tencent/MimicMotion", "stars": 2647, "tags": ["diffusion-models", "pose-guided-video-generation", "human-motion", "video-generation", "research", "video", "gpu", "linux"], "topics": ["diffusion-models", "video-generation"], "urls": [], "use_cases": ["generate videos of a person dancing from a reference image and pose sequence", "animate a static character photo with human motion capture data", "create long, temporally smooth human motion videos with diffusion models", "research controllable pose-guided video generation", "compare pose-driven video generation baselines like MuseV and Magic Dance"], "what_it_is": "MimicMotion is a diffusion-based framework from Tencent for generating high-quality human motion videos guided by pose sequences, featuring confidence-aware pose guidance and progressive latent fusion for long, temporally smooth videos. It ships as a Python research codebase with pretrained checkpoints published on Hugging Face.", "when_to_avoid": ["you need general-purpose text-to-video generation without pose guidance", "you lack a GPU or cannot run heavy diffusion inference locally", "you need a production-ready end-user application rather than a research codebase"], "when_to_choose": ["you need pose-conditioned human motion video generation with good temporal smoothness", "you want to generate videos of arbitrary length from a single reference image", "you are doing research on diffusion-based video generation and want an ICML-published baseline"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/mimicmotion", "repo": "Tencent/MimicMotion", "role": "main", "score": 47}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:18:56.755949+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d679082963b15babc25fd28b60973377866e086f8f5ca79712b1f6f5bc6090ce", "fetched_at": "2026-08-28T04:07:06.807520+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Tencent/MimicMotion"}, {"content_hash": "79e7c755d44346525f0763113e7374780a441b024dda582875238ac2b7fa546a", "fetched_at": "2026-08-29T10:01:42.041614+00:00", "kind": "homepage", "missing": false, "url": "https://tencent.github.io/MimicMotion/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:18:56.755949+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d679082963b15babc25fd28b60973377866e086f8f5ca79712b1f6f5bc6090ce", "fetched_at": "2026-08-28T04:07:06.807520+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Tencent/MimicMotion"}, {"content_hash": "79e7c755d44346525f0763113e7374780a441b024dda582875238ac2b7fa546a", "fetched_at": "2026-08-29T10:01:42.041614+00:00", "kind": "homepage", "missing": false, "url": "https://tencent.github.io/MimicMotion/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:18:56.755949+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d679082963b15babc25fd28b60973377866e086f8f5ca79712b1f6f5bc6090ce", "fetched_at": "2026-08-28T04:07:06.807520+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Tencent/MimicMotion"}, {"content_hash": "79e7c755d44346525f0763113e7374780a441b024dda582875238ac2b7fa546a", "fetched_at": "2026-08-29T10:01:42.041614+00:00", "kind": "homepage", "missing": false, "url": "https://tencent.github.io/MimicMotion/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:18:56.755949+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d679082963b15babc25fd28b60973377866e086f8f5ca79712b1f6f5bc6090ce", "fetched_at": "2026-08-28T04:07:06.807520+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Tencent/MimicMotion"}, {"content_hash": "79e7c755d44346525f0763113e7374780a441b024dda582875238ac2b7fa546a", "fetched_at": "2026-08-29T10:01:42.041614+00:00", "kind": "homepage", "missing": false, "url": "https://tencent.github.io/MimicMotion/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:18:56.755949+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d679082963b15babc25fd28b60973377866e086f8f5ca79712b1f6f5bc6090ce", "fetched_at": "2026-08-28T04:07:06.807520+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Tencent/MimicMotion"}, {"content_hash": "79e7c755d44346525f0763113e7374780a441b024dda582875238ac2b7fa546a", "fetched_at": "2026-08-29T10:01:42.041614+00:00", "kind": "homepage", "missing": false, "url": "https://tencent.github.io/MimicMotion/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:18:56.755949+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d679082963b15babc25fd28b60973377866e086f8f5ca79712b1f6f5bc6090ce", "fetched_at": "2026-08-28T04:07:06.807520+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Tencent/MimicMotion"}, {"content_hash": "79e7c755d44346525f0763113e7374780a441b024dda582875238ac2b7fa546a", "fetched_at": "2026-08-29T10:01:42.041614+00:00", "kind": "homepage", "missing": false, "url": "https://tencent.github.io/MimicMotion/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:06.807520+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:18:56.755949+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d679082963b15babc25fd28b60973377866e086f8f5ca79712b1f6f5bc6090ce", "fetched_at": "2026-08-28T04:07:06.807520+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Tencent/MimicMotion"}, {"content_hash": "79e7c755d44346525f0763113e7374780a441b024dda582875238ac2b7fa546a", "fetched_at": "2026-08-29T10:01:42.041614+00:00", "kind": "homepage", "missing": false, "url": "https://tencent.github.io/MimicMotion/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:18:56.755949+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d679082963b15babc25fd28b60973377866e086f8f5ca79712b1f6f5bc6090ce", "fetched_at": "2026-08-28T04:07:06.807520+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Tencent/MimicMotion"}, {"content_hash": "79e7c755d44346525f0763113e7374780a441b024dda582875238ac2b7fa546a", "fetched_at": "2026-08-29T10:01:42.041614+00:00", "kind": "homepage", "missing": false, "url": "https://tencent.github.io/MimicMotion/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:18:56.755949+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d679082963b15babc25fd28b60973377866e086f8f5ca79712b1f6f5bc6090ce", "fetched_at": "2026-08-28T04:07:06.807520+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Tencent/MimicMotion"}, {"content_hash": "79e7c755d44346525f0763113e7374780a441b024dda582875238ac2b7fa546a", "fetched_at": "2026-08-29T10:01:42.041614+00:00", "kind": "homepage", "missing": false, "url": "https://tencent.github.io/MimicMotion/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:18:56.755949+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d679082963b15babc25fd28b60973377866e086f8f5ca79712b1f6f5bc6090ce", "fetched_at": "2026-08-28T04:07:06.807520+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Tencent/MimicMotion"}, {"content_hash": "79e7c755d44346525f0763113e7374780a441b024dda582875238ac2b7fa546a", "fetched_at": "2026-08-29T10:01:42.041614+00:00", "kind": "homepage", "missing": false, "url": "https://tencent.github.io/MimicMotion/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 52, "longevity": 57, "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": 800, "days_push": 288, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 47, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}