{"adoption": {"forks": 1662, "observed_at": "2026-08-28T04:10:50.506225+00:00", "stars": 11934}, "canonical_url": "https://ross.abutalabs.com/products/nerfstudio", "card": {"archived": false, "artifact_type": "library", "description": "A collaboration friendly studio for NeRFs", "domain": ["computer-vision", "machine-learning", "graphics", "deep-learning"], "enriched": true, "function": ["machine-learning", "deep-learning", "computer-vision", "graphics", "cli", "developer-tools"], "health_score": 49, "homepage": "https://docs.nerf.studio", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["nerfstudio-project/nerfstudio"], "name": "nerfstudio-project/nerfstudio", "platform": ["python", "cli"], "pushed_at": "2025-07-29T02:30:55+00:00", "repo": "nerfstudio-project/nerfstudio", "stars": 11934, "tags": ["nerf", "gaussian-splatting", "3d-reconstruction", "photogrammetry", "pytorch", "3d-graphics", "viewer", "novel-view-synthesis", "linux", "macos", "gpu"], "topics": ["nerf", "pytorch", "3d", "3d-graphics", "3d-reconstruction", "computer-vision", "deep-learning", "machine-learning", "photogrammetry", "gaussian-splatting"], "urls": [], "use_cases": ["train a NeRF model from photos of a scene", "reconstruct 3D scenes from images with gaussian splatting", "render novel views of a captured scene", "export a NeRF mesh to Blender or Unreal Engine", "interactively view and debug NeRF training in a browser", "implement and benchmark a new NeRF research method", "process video or images into a training dataset with COLMAP"], "what_it_is": "Nerfstudio is a Python library and CLI toolkit providing a simple, modular API for creating, training, and testing Neural Radiance Fields (NeRFs) and Gaussian Splatting models. It includes a web viewer, data parsers, multiple state-of-the-art methods (Nerfacto, Splatfacto, Instant-NGP, TensoRF, etc.), and tools for exporting geometry to engines like Blender, Maya, and Unreal.", "when_to_avoid": ["you need a lightweight inference-only viewer without training", "your project has no GPU available, since training is GPU-intensive", "you need a general-purpose photogrammetry tool producing textured meshes without neural methods", "you require a non-Python or embedded deployment environment"], "when_to_choose": ["you want an end-to-end, plug-and-play pipeline for NeRF or Gaussian Splatting", "you need a real-time web viewer to inspect training progress", "you want to prototype or extend NeRF methods with a modular API", "you need to export trained radiance fields as meshes or point clouds for VFX pipelines"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/nerfstudio", "repo": "nerfstudio-project/nerfstudio", "role": "main", "score": 38}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:15:03.601375+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0785dc261df760e7bee13a05655404e67f6d995ae80319bfde36a02817b1bafc", "fetched_at": "2026-08-28T04:10:50.506225+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nerfstudio-project/nerfstudio"}, {"content_hash": "5dd9e283626e6dec5f04e4f525e728aab802a3da51ebecdeb12890754191366b", "fetched_at": "2026-08-29T08:13:00.962922+00:00", "kind": "homepage", "missing": false, "url": "https://docs.nerf.studio"}, {"content_hash": "5f205c80cdbc2e78148362288b6939127f847f4bd5076246fde42999743766a0", "fetched_at": "2026-08-29T08:13:00.965910+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/installation.html"}, {"content_hash": "e98c15a985155481f7c97f08edc91c1fe938c6389b0c65dcf6901025bf48e4e9", "fetched_at": "2026-08-29T08:13:00.968120+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/first_nerf.html"}, {"content_hash": "cfb8027ec6aed21ddcaf309f57fad78e2703dfcaf90307f767ef3fbe57ca366f", "fetched_at": "2026-08-29T08:13:00.970016+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/existing_dataset.html"}, {"content_hash": "0cb86d6bd976397462b62275c3cc7eb53f60942bd9e64afd26c33583b1a50112", "fetched_at": "2026-08-29T08:13:00.971763+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/custom_dataset.html"}, {"content_hash": "1fae988aa744c769456fd3a9c2e4b353a7c5c10f15c14d07e5ec9bf9af2bf279", "fetched_at": "2026-08-29T08:13:00.973917+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/viewer_quickstart.html"}, {"content_hash": "b998b1d6dfab7b11168c2e9132fdf0894e9c60c578c38f9d3eba5314a152e5de", "fetched_at": "2026-08-29T08:13:00.975807+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/export_geometry.html"}, {"content_hash": "901a6d4dc886a12d1461abea91d2dc4ddb490a7772a2f1184e104f98c1a5fe41", "fetched_at": "2026-08-29T08:13:00.977510+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/data_conventions.html"}, {"content_hash": "f3688846d4a3146a755b56baebcada6d23b79ecdfa0d89f49b7b0b4b889d5cf3", "fetched_at": "2026-08-29T08:13:00.979094+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/reference/cli/ns_install_cli.html"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:15:03.601375+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0785dc261df760e7bee13a05655404e67f6d995ae80319bfde36a02817b1bafc", "fetched_at": "2026-08-28T04:10:50.506225+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nerfstudio-project/nerfstudio"}, {"content_hash": "5dd9e283626e6dec5f04e4f525e728aab802a3da51ebecdeb12890754191366b", "fetched_at": "2026-08-29T08:13:00.962922+00:00", "kind": "homepage", "missing": false, "url": "https://docs.nerf.studio"}, {"content_hash": "5f205c80cdbc2e78148362288b6939127f847f4bd5076246fde42999743766a0", "fetched_at": "2026-08-29T08:13:00.965910+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/installation.html"}, {"content_hash": "e98c15a985155481f7c97f08edc91c1fe938c6389b0c65dcf6901025bf48e4e9", "fetched_at": "2026-08-29T08:13:00.968120+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/first_nerf.html"}, {"content_hash": "cfb8027ec6aed21ddcaf309f57fad78e2703dfcaf90307f767ef3fbe57ca366f", "fetched_at": "2026-08-29T08:13:00.970016+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/existing_dataset.html"}, {"content_hash": "0cb86d6bd976397462b62275c3cc7eb53f60942bd9e64afd26c33583b1a50112", "fetched_at": "2026-08-29T08:13:00.971763+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/custom_dataset.html"}, {"content_hash": "1fae988aa744c769456fd3a9c2e4b353a7c5c10f15c14d07e5ec9bf9af2bf279", "fetched_at": "2026-08-29T08:13:00.973917+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/viewer_quickstart.html"}, {"content_hash": "b998b1d6dfab7b11168c2e9132fdf0894e9c60c578c38f9d3eba5314a152e5de", "fetched_at": "2026-08-29T08:13:00.975807+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/export_geometry.html"}, {"content_hash": "901a6d4dc886a12d1461abea91d2dc4ddb490a7772a2f1184e104f98c1a5fe41", "fetched_at": "2026-08-29T08:13:00.977510+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/data_conventions.html"}, {"content_hash": "f3688846d4a3146a755b56baebcada6d23b79ecdfa0d89f49b7b0b4b889d5cf3", "fetched_at": "2026-08-29T08:13:00.979094+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/reference/cli/ns_install_cli.html"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:15:03.601375+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0785dc261df760e7bee13a05655404e67f6d995ae80319bfde36a02817b1bafc", "fetched_at": "2026-08-28T04:10:50.506225+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nerfstudio-project/nerfstudio"}, {"content_hash": "5dd9e283626e6dec5f04e4f525e728aab802a3da51ebecdeb12890754191366b", "fetched_at": "2026-08-29T08:13:00.962922+00:00", "kind": "homepage", "missing": false, "url": "https://docs.nerf.studio"}, {"content_hash": "5f205c80cdbc2e78148362288b6939127f847f4bd5076246fde42999743766a0", "fetched_at": "2026-08-29T08:13:00.965910+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/installation.html"}, {"content_hash": "e98c15a985155481f7c97f08edc91c1fe938c6389b0c65dcf6901025bf48e4e9", "fetched_at": "2026-08-29T08:13:00.968120+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/first_nerf.html"}, {"content_hash": "cfb8027ec6aed21ddcaf309f57fad78e2703dfcaf90307f767ef3fbe57ca366f", "fetched_at": "2026-08-29T08:13:00.970016+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/existing_dataset.html"}, {"content_hash": "0cb86d6bd976397462b62275c3cc7eb53f60942bd9e64afd26c33583b1a50112", "fetched_at": "2026-08-29T08:13:00.971763+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/custom_dataset.html"}, {"content_hash": "1fae988aa744c769456fd3a9c2e4b353a7c5c10f15c14d07e5ec9bf9af2bf279", "fetched_at": "2026-08-29T08:13:00.973917+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/viewer_quickstart.html"}, {"content_hash": "b998b1d6dfab7b11168c2e9132fdf0894e9c60c578c38f9d3eba5314a152e5de", "fetched_at": "2026-08-29T08:13:00.975807+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/export_geometry.html"}, {"content_hash": "901a6d4dc886a12d1461abea91d2dc4ddb490a7772a2f1184e104f98c1a5fe41", "fetched_at": "2026-08-29T08:13:00.977510+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/data_conventions.html"}, {"content_hash": "f3688846d4a3146a755b56baebcada6d23b79ecdfa0d89f49b7b0b4b889d5cf3", "fetched_at": "2026-08-29T08:13:00.979094+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/reference/cli/ns_install_cli.html"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:15:03.601375+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0785dc261df760e7bee13a05655404e67f6d995ae80319bfde36a02817b1bafc", "fetched_at": "2026-08-28T04:10:50.506225+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nerfstudio-project/nerfstudio"}, {"content_hash": "5dd9e283626e6dec5f04e4f525e728aab802a3da51ebecdeb12890754191366b", "fetched_at": "2026-08-29T08:13:00.962922+00:00", "kind": "homepage", "missing": false, "url": "https://docs.nerf.studio"}, {"content_hash": "5f205c80cdbc2e78148362288b6939127f847f4bd5076246fde42999743766a0", "fetched_at": "2026-08-29T08:13:00.965910+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/installation.html"}, {"content_hash": "e98c15a985155481f7c97f08edc91c1fe938c6389b0c65dcf6901025bf48e4e9", "fetched_at": "2026-08-29T08:13:00.968120+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/first_nerf.html"}, {"content_hash": "cfb8027ec6aed21ddcaf309f57fad78e2703dfcaf90307f767ef3fbe57ca366f", "fetched_at": "2026-08-29T08:13:00.970016+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/existing_dataset.html"}, {"content_hash": "0cb86d6bd976397462b62275c3cc7eb53f60942bd9e64afd26c33583b1a50112", "fetched_at": "2026-08-29T08:13:00.971763+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/custom_dataset.html"}, {"content_hash": "1fae988aa744c769456fd3a9c2e4b353a7c5c10f15c14d07e5ec9bf9af2bf279", "fetched_at": "2026-08-29T08:13:00.973917+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/viewer_quickstart.html"}, {"content_hash": "b998b1d6dfab7b11168c2e9132fdf0894e9c60c578c38f9d3eba5314a152e5de", "fetched_at": "2026-08-29T08:13:00.975807+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/export_geometry.html"}, {"content_hash": "901a6d4dc886a12d1461abea91d2dc4ddb490a7772a2f1184e104f98c1a5fe41", "fetched_at": "2026-08-29T08:13:00.977510+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/data_conventions.html"}, {"content_hash": "f3688846d4a3146a755b56baebcada6d23b79ecdfa0d89f49b7b0b4b889d5cf3", "fetched_at": "2026-08-29T08:13:00.979094+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/reference/cli/ns_install_cli.html"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:15:03.601375+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0785dc261df760e7bee13a05655404e67f6d995ae80319bfde36a02817b1bafc", "fetched_at": "2026-08-28T04:10:50.506225+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nerfstudio-project/nerfstudio"}, {"content_hash": "5dd9e283626e6dec5f04e4f525e728aab802a3da51ebecdeb12890754191366b", "fetched_at": "2026-08-29T08:13:00.962922+00:00", "kind": "homepage", "missing": false, "url": "https://docs.nerf.studio"}, {"content_hash": "5f205c80cdbc2e78148362288b6939127f847f4bd5076246fde42999743766a0", "fetched_at": "2026-08-29T08:13:00.965910+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/installation.html"}, {"content_hash": "e98c15a985155481f7c97f08edc91c1fe938c6389b0c65dcf6901025bf48e4e9", "fetched_at": "2026-08-29T08:13:00.968120+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/first_nerf.html"}, {"content_hash": "cfb8027ec6aed21ddcaf309f57fad78e2703dfcaf90307f767ef3fbe57ca366f", "fetched_at": "2026-08-29T08:13:00.970016+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/existing_dataset.html"}, {"content_hash": "0cb86d6bd976397462b62275c3cc7eb53f60942bd9e64afd26c33583b1a50112", "fetched_at": "2026-08-29T08:13:00.971763+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/custom_dataset.html"}, {"content_hash": "1fae988aa744c769456fd3a9c2e4b353a7c5c10f15c14d07e5ec9bf9af2bf279", "fetched_at": "2026-08-29T08:13:00.973917+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/viewer_quickstart.html"}, {"content_hash": "b998b1d6dfab7b11168c2e9132fdf0894e9c60c578c38f9d3eba5314a152e5de", "fetched_at": "2026-08-29T08:13:00.975807+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/export_geometry.html"}, {"content_hash": "901a6d4dc886a12d1461abea91d2dc4ddb490a7772a2f1184e104f98c1a5fe41", "fetched_at": "2026-08-29T08:13:00.977510+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/data_conventions.html"}, {"content_hash": "f3688846d4a3146a755b56baebcada6d23b79ecdfa0d89f49b7b0b4b889d5cf3", "fetched_at": "2026-08-29T08:13:00.979094+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/reference/cli/ns_install_cli.html"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:15:03.601375+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0785dc261df760e7bee13a05655404e67f6d995ae80319bfde36a02817b1bafc", "fetched_at": "2026-08-28T04:10:50.506225+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nerfstudio-project/nerfstudio"}, {"content_hash": "5dd9e283626e6dec5f04e4f525e728aab802a3da51ebecdeb12890754191366b", "fetched_at": "2026-08-29T08:13:00.962922+00:00", "kind": "homepage", "missing": false, "url": "https://docs.nerf.studio"}, {"content_hash": "5f205c80cdbc2e78148362288b6939127f847f4bd5076246fde42999743766a0", "fetched_at": "2026-08-29T08:13:00.965910+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/installation.html"}, {"content_hash": "e98c15a985155481f7c97f08edc91c1fe938c6389b0c65dcf6901025bf48e4e9", "fetched_at": "2026-08-29T08:13:00.968120+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/first_nerf.html"}, {"content_hash": "cfb8027ec6aed21ddcaf309f57fad78e2703dfcaf90307f767ef3fbe57ca366f", "fetched_at": "2026-08-29T08:13:00.970016+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/existing_dataset.html"}, {"content_hash": "0cb86d6bd976397462b62275c3cc7eb53f60942bd9e64afd26c33583b1a50112", "fetched_at": "2026-08-29T08:13:00.971763+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/custom_dataset.html"}, {"content_hash": "1fae988aa744c769456fd3a9c2e4b353a7c5c10f15c14d07e5ec9bf9af2bf279", "fetched_at": "2026-08-29T08:13:00.973917+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/viewer_quickstart.html"}, {"content_hash": "b998b1d6dfab7b11168c2e9132fdf0894e9c60c578c38f9d3eba5314a152e5de", "fetched_at": "2026-08-29T08:13:00.975807+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/export_geometry.html"}, {"content_hash": "901a6d4dc886a12d1461abea91d2dc4ddb490a7772a2f1184e104f98c1a5fe41", "fetched_at": "2026-08-29T08:13:00.977510+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/data_conventions.html"}, {"content_hash": "f3688846d4a3146a755b56baebcada6d23b79ecdfa0d89f49b7b0b4b889d5cf3", "fetched_at": "2026-08-29T08:13:00.979094+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/reference/cli/ns_install_cli.html"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:10:50.506225+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:15:03.601375+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0785dc261df760e7bee13a05655404e67f6d995ae80319bfde36a02817b1bafc", "fetched_at": "2026-08-28T04:10:50.506225+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nerfstudio-project/nerfstudio"}, {"content_hash": "5dd9e283626e6dec5f04e4f525e728aab802a3da51ebecdeb12890754191366b", "fetched_at": "2026-08-29T08:13:00.962922+00:00", "kind": "homepage", "missing": false, "url": "https://docs.nerf.studio"}, {"content_hash": "5f205c80cdbc2e78148362288b6939127f847f4bd5076246fde42999743766a0", "fetched_at": "2026-08-29T08:13:00.965910+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/installation.html"}, {"content_hash": "e98c15a985155481f7c97f08edc91c1fe938c6389b0c65dcf6901025bf48e4e9", "fetched_at": "2026-08-29T08:13:00.968120+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/first_nerf.html"}, {"content_hash": "cfb8027ec6aed21ddcaf309f57fad78e2703dfcaf90307f767ef3fbe57ca366f", "fetched_at": "2026-08-29T08:13:00.970016+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/existing_dataset.html"}, {"content_hash": "0cb86d6bd976397462b62275c3cc7eb53f60942bd9e64afd26c33583b1a50112", "fetched_at": "2026-08-29T08:13:00.971763+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/custom_dataset.html"}, {"content_hash": "1fae988aa744c769456fd3a9c2e4b353a7c5c10f15c14d07e5ec9bf9af2bf279", "fetched_at": "2026-08-29T08:13:00.973917+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/viewer_quickstart.html"}, {"content_hash": "b998b1d6dfab7b11168c2e9132fdf0894e9c60c578c38f9d3eba5314a152e5de", "fetched_at": "2026-08-29T08:13:00.975807+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/export_geometry.html"}, {"content_hash": "901a6d4dc886a12d1461abea91d2dc4ddb490a7772a2f1184e104f98c1a5fe41", "fetched_at": "2026-08-29T08:13:00.977510+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/data_conventions.html"}, {"content_hash": "f3688846d4a3146a755b56baebcada6d23b79ecdfa0d89f49b7b0b4b889d5cf3", "fetched_at": "2026-08-29T08:13:00.979094+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/reference/cli/ns_install_cli.html"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:15:03.601375+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0785dc261df760e7bee13a05655404e67f6d995ae80319bfde36a02817b1bafc", "fetched_at": "2026-08-28T04:10:50.506225+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nerfstudio-project/nerfstudio"}, {"content_hash": "5dd9e283626e6dec5f04e4f525e728aab802a3da51ebecdeb12890754191366b", "fetched_at": "2026-08-29T08:13:00.962922+00:00", "kind": "homepage", "missing": false, "url": "https://docs.nerf.studio"}, {"content_hash": "5f205c80cdbc2e78148362288b6939127f847f4bd5076246fde42999743766a0", "fetched_at": "2026-08-29T08:13:00.965910+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/installation.html"}, {"content_hash": "e98c15a985155481f7c97f08edc91c1fe938c6389b0c65dcf6901025bf48e4e9", "fetched_at": "2026-08-29T08:13:00.968120+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/first_nerf.html"}, {"content_hash": "cfb8027ec6aed21ddcaf309f57fad78e2703dfcaf90307f767ef3fbe57ca366f", "fetched_at": "2026-08-29T08:13:00.970016+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/existing_dataset.html"}, {"content_hash": "0cb86d6bd976397462b62275c3cc7eb53f60942bd9e64afd26c33583b1a50112", "fetched_at": "2026-08-29T08:13:00.971763+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/custom_dataset.html"}, {"content_hash": "1fae988aa744c769456fd3a9c2e4b353a7c5c10f15c14d07e5ec9bf9af2bf279", "fetched_at": "2026-08-29T08:13:00.973917+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/viewer_quickstart.html"}, {"content_hash": "b998b1d6dfab7b11168c2e9132fdf0894e9c60c578c38f9d3eba5314a152e5de", "fetched_at": "2026-08-29T08:13:00.975807+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/export_geometry.html"}, {"content_hash": "901a6d4dc886a12d1461abea91d2dc4ddb490a7772a2f1184e104f98c1a5fe41", "fetched_at": "2026-08-29T08:13:00.977510+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/data_conventions.html"}, {"content_hash": "f3688846d4a3146a755b56baebcada6d23b79ecdfa0d89f49b7b0b4b889d5cf3", "fetched_at": "2026-08-29T08:13:00.979094+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/reference/cli/ns_install_cli.html"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:15:03.601375+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0785dc261df760e7bee13a05655404e67f6d995ae80319bfde36a02817b1bafc", "fetched_at": "2026-08-28T04:10:50.506225+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nerfstudio-project/nerfstudio"}, {"content_hash": "5dd9e283626e6dec5f04e4f525e728aab802a3da51ebecdeb12890754191366b", "fetched_at": "2026-08-29T08:13:00.962922+00:00", "kind": "homepage", "missing": false, "url": "https://docs.nerf.studio"}, {"content_hash": "5f205c80cdbc2e78148362288b6939127f847f4bd5076246fde42999743766a0", "fetched_at": "2026-08-29T08:13:00.965910+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/installation.html"}, {"content_hash": "e98c15a985155481f7c97f08edc91c1fe938c6389b0c65dcf6901025bf48e4e9", "fetched_at": "2026-08-29T08:13:00.968120+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/first_nerf.html"}, {"content_hash": "cfb8027ec6aed21ddcaf309f57fad78e2703dfcaf90307f767ef3fbe57ca366f", "fetched_at": "2026-08-29T08:13:00.970016+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/existing_dataset.html"}, {"content_hash": "0cb86d6bd976397462b62275c3cc7eb53f60942bd9e64afd26c33583b1a50112", "fetched_at": "2026-08-29T08:13:00.971763+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/custom_dataset.html"}, {"content_hash": "1fae988aa744c769456fd3a9c2e4b353a7c5c10f15c14d07e5ec9bf9af2bf279", "fetched_at": "2026-08-29T08:13:00.973917+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/viewer_quickstart.html"}, {"content_hash": "b998b1d6dfab7b11168c2e9132fdf0894e9c60c578c38f9d3eba5314a152e5de", "fetched_at": "2026-08-29T08:13:00.975807+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/export_geometry.html"}, {"content_hash": "901a6d4dc886a12d1461abea91d2dc4ddb490a7772a2f1184e104f98c1a5fe41", "fetched_at": "2026-08-29T08:13:00.977510+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/data_conventions.html"}, {"content_hash": "f3688846d4a3146a755b56baebcada6d23b79ecdfa0d89f49b7b0b4b889d5cf3", "fetched_at": "2026-08-29T08:13:00.979094+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/reference/cli/ns_install_cli.html"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:15:03.601375+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0785dc261df760e7bee13a05655404e67f6d995ae80319bfde36a02817b1bafc", "fetched_at": "2026-08-28T04:10:50.506225+00:00", "kind": "readme", "missing": false, "url": "https://github.com/nerfstudio-project/nerfstudio"}, {"content_hash": "5dd9e283626e6dec5f04e4f525e728aab802a3da51ebecdeb12890754191366b", "fetched_at": "2026-08-29T08:13:00.962922+00:00", "kind": "homepage", "missing": false, "url": "https://docs.nerf.studio"}, {"content_hash": "5f205c80cdbc2e78148362288b6939127f847f4bd5076246fde42999743766a0", "fetched_at": "2026-08-29T08:13:00.965910+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/installation.html"}, {"content_hash": "e98c15a985155481f7c97f08edc91c1fe938c6389b0c65dcf6901025bf48e4e9", "fetched_at": "2026-08-29T08:13:00.968120+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/first_nerf.html"}, {"content_hash": "cfb8027ec6aed21ddcaf309f57fad78e2703dfcaf90307f767ef3fbe57ca366f", "fetched_at": "2026-08-29T08:13:00.970016+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/existing_dataset.html"}, {"content_hash": "0cb86d6bd976397462b62275c3cc7eb53f60942bd9e64afd26c33583b1a50112", "fetched_at": "2026-08-29T08:13:00.971763+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/custom_dataset.html"}, {"content_hash": "1fae988aa744c769456fd3a9c2e4b353a7c5c10f15c14d07e5ec9bf9af2bf279", "fetched_at": "2026-08-29T08:13:00.973917+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/viewer_quickstart.html"}, {"content_hash": "b998b1d6dfab7b11168c2e9132fdf0894e9c60c578c38f9d3eba5314a152e5de", "fetched_at": "2026-08-29T08:13:00.975807+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/export_geometry.html"}, {"content_hash": "901a6d4dc886a12d1461abea91d2dc4ddb490a7772a2f1184e104f98c1a5fe41", "fetched_at": "2026-08-29T08:13:00.977510+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/quickstart/data_conventions.html"}, {"content_hash": "f3688846d4a3146a755b56baebcada6d23b79ecdfa0d89f49b7b0b4b889d5cf3", "fetched_at": "2026-08-29T08:13:00.979094+00:00", "kind": "site_page", "missing": false, "url": "https://docs.nerf.studio/reference/cli/ns_install_cli.html"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 34, "longevity": 100, "rhythm": 8}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1555, "days_push": 401, "days_rel": 660, "gap_med": null, "n_releases_24m": 1}, "score": 38, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}