{"adoption": {"forks": 1327, "observed_at": "2026-08-28T04:09:57.876944+00:00", "stars": 7259}, "canonical_url": "https://ross.abutalabs.com/products/densepose", "card": {"archived": true, "artifact_type": "library", "description": "A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body", "domain": ["computer-vision", "machine-learning", "artificial-intelligence"], "enriched": true, "function": ["computer-vision", "machine-learning", "deep-learning", "image-processing"], "health_score": 10, "homepage": "http://densepose.org", "language": "Jupyter Notebook", "license": "NOASSERTION", "license_family": "other", "maturity": "abandoned", "member_repos": ["facebookresearch/DensePose"], "name": "facebookresearch/DensePose", "platform": ["python"], "pushed_at": "2023-01-18T17:26:59+00:00", "repo": "facebookresearch/DensePose", "stars": 7259, "tags": ["pose-estimation", "human-body-modeling", "detectron", "caffe2", "research-code", "dataset", "smpl", "linux", "gpu"], "topics": [], "urls": [], "use_cases": ["estimate dense human pose from rgb images", "map 2d human pixels to 3d body surface", "train a densepose-rcnn model on coco", "visualize densepose-coco annotations on the smpl model", "transfer textures onto a 3d human body model", "run real-time human body surface estimation"], "what_it_is": "DensePose is a research library from Facebook AI that maps all human pixels in 2D RGB images to a 3D surface-based model of the human body in real time. It includes DensePose-RCNN (built on Detectron/Caffe2), the DensePose-COCO dataset, and notebooks for visualization and texture transfer.", "when_to_avoid": ["you want maintained code or new architectures - use the DensePose project inside Detectron2 instead", "you need production pose estimation without deep learning infrastructure", "you cannot set up Caffe2/Detectron, which are also deprecated"], "when_to_choose": ["you need the original DensePose-RCNN implementation or the DensePose-COCO dataset for research", "you want to reproduce results from the DensePose paper", "you need image-to-SMPL surface correspondence annotations"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/densepose", "repo": "facebookresearch/DensePose", "role": "main", "score": 10}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:39:42.787702+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6411a3bc04cff8fd5cc3bd9e64e7276beed70fb47115119dfbdf3fdf74b4955c", "fetched_at": "2026-08-28T04:09:57.876944+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/DensePose"}, {"content_hash": "2f876c80aa3b670f561eaddfa5a4dfc1bed26021e57cdc63b09e2f5afcf4cea4", "fetched_at": "2026-08-29T08:34:22.792559+00:00", "kind": "homepage", "missing": false, "url": "http://densepose.org"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:39:42.787702+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6411a3bc04cff8fd5cc3bd9e64e7276beed70fb47115119dfbdf3fdf74b4955c", "fetched_at": "2026-08-28T04:09:57.876944+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/DensePose"}, {"content_hash": "2f876c80aa3b670f561eaddfa5a4dfc1bed26021e57cdc63b09e2f5afcf4cea4", "fetched_at": "2026-08-29T08:34:22.792559+00:00", "kind": "homepage", "missing": false, "url": "http://densepose.org"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:39:42.787702+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6411a3bc04cff8fd5cc3bd9e64e7276beed70fb47115119dfbdf3fdf74b4955c", "fetched_at": "2026-08-28T04:09:57.876944+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/DensePose"}, {"content_hash": "2f876c80aa3b670f561eaddfa5a4dfc1bed26021e57cdc63b09e2f5afcf4cea4", "fetched_at": "2026-08-29T08:34:22.792559+00:00", "kind": "homepage", "missing": false, "url": "http://densepose.org"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:39:42.787702+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6411a3bc04cff8fd5cc3bd9e64e7276beed70fb47115119dfbdf3fdf74b4955c", "fetched_at": "2026-08-28T04:09:57.876944+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/DensePose"}, {"content_hash": "2f876c80aa3b670f561eaddfa5a4dfc1bed26021e57cdc63b09e2f5afcf4cea4", "fetched_at": "2026-08-29T08:34:22.792559+00:00", "kind": "homepage", "missing": false, "url": "http://densepose.org"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:39:42.787702+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6411a3bc04cff8fd5cc3bd9e64e7276beed70fb47115119dfbdf3fdf74b4955c", "fetched_at": "2026-08-28T04:09:57.876944+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/DensePose"}, {"content_hash": "2f876c80aa3b670f561eaddfa5a4dfc1bed26021e57cdc63b09e2f5afcf4cea4", "fetched_at": "2026-08-29T08:34:22.792559+00:00", "kind": "homepage", "missing": false, "url": "http://densepose.org"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:39:42.787702+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6411a3bc04cff8fd5cc3bd9e64e7276beed70fb47115119dfbdf3fdf74b4955c", "fetched_at": "2026-08-28T04:09:57.876944+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/DensePose"}, {"content_hash": "2f876c80aa3b670f561eaddfa5a4dfc1bed26021e57cdc63b09e2f5afcf4cea4", "fetched_at": "2026-08-29T08:34:22.792559+00:00", "kind": "homepage", "missing": false, "url": "http://densepose.org"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:57.876944+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:39:42.787702+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6411a3bc04cff8fd5cc3bd9e64e7276beed70fb47115119dfbdf3fdf74b4955c", "fetched_at": "2026-08-28T04:09:57.876944+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/DensePose"}, {"content_hash": "2f876c80aa3b670f561eaddfa5a4dfc1bed26021e57cdc63b09e2f5afcf4cea4", "fetched_at": "2026-08-29T08:34:22.792559+00:00", "kind": "homepage", "missing": false, "url": "http://densepose.org"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:39:42.787702+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6411a3bc04cff8fd5cc3bd9e64e7276beed70fb47115119dfbdf3fdf74b4955c", "fetched_at": "2026-08-28T04:09:57.876944+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/DensePose"}, {"content_hash": "2f876c80aa3b670f561eaddfa5a4dfc1bed26021e57cdc63b09e2f5afcf4cea4", "fetched_at": "2026-08-29T08:34:22.792559+00:00", "kind": "homepage", "missing": false, "url": "http://densepose.org"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:39:42.787702+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6411a3bc04cff8fd5cc3bd9e64e7276beed70fb47115119dfbdf3fdf74b4955c", "fetched_at": "2026-08-28T04:09:57.876944+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/DensePose"}, {"content_hash": "2f876c80aa3b670f561eaddfa5a4dfc1bed26021e57cdc63b09e2f5afcf4cea4", "fetched_at": "2026-08-29T08:34:22.792559+00:00", "kind": "homepage", "missing": false, "url": "http://densepose.org"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:39:42.787702+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "6411a3bc04cff8fd5cc3bd9e64e7276beed70fb47115119dfbdf3fdf74b4955c", "fetched_at": "2026-08-28T04:09:57.876944+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebookresearch/DensePose"}, {"content_hash": "2f876c80aa3b670f561eaddfa5a4dfc1bed26021e57cdc63b09e2f5afcf4cea4", "fetched_at": "2026-08-29T08:34:22.792559+00:00", "kind": "homepage", "missing": false, "url": "http://densepose.org"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "archived", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3012, "days_push": 1323, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 10, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}