{"adoption": {"forks": 1305, "observed_at": "2026-08-28T04:09:43.240583+00:00", "stars": 6417}, "canonical_url": "https://ross.abutalabs.com/products/odm", "card": {"archived": false, "artifact_type": "cli-tool", "description": "A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images. 📷", "domain": ["computer-vision", "image-processing", "graphics"], "enriched": true, "function": ["image-processing", "computer-vision", "graphics", "geospatial", "cli"], "health_score": 100, "homepage": "https://opendronemap.org", "language": "Python", "license": "AGPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["OpenDroneMap/ODM"], "name": "OpenDroneMap/ODM", "platform": ["windows", "python", "cli"], "pushed_at": "2026-08-26T16:35:58+00:00", "repo": "OpenDroneMap/ODM", "stars": 6417, "tags": ["photogrammetry", "structure-from-motion", "drone-mapping", "point-cloud", "orthophoto", "dsm", "3d-reconstruction", "aerial-imagery", "maps", "geospatial", "linux", "macos", "docker"], "topics": ["point-cloud", "photogrammetry", "drone", "uas", "structure-from-motion", "aerial-imagery"], "urls": [], "use_cases": ["generate orthophotos from drone images", "create 3D textured models from aerial photos", "produce point clouds from drone imagery", "generate DEMs and DSMs from aerial surveys", "process drone imagery from the command line", "batch-process aerial photos in scripts", "build georeferenced maps from UAV flights"], "what_it_is": "OpenDroneMap (ODM) is an open source command line toolkit that processes aerial drone, balloon, or kite imagery into classified point clouds, 3D textured models, georeferenced orthophotos, and digital elevation models. It runs on Windows, Mac, and Linux (typically via Docker) and is designed for scripting and integration with other software.", "when_to_avoid": ["you need a graphical user interface rather than a CLI", "your machine lacks the RAM for large datasets and you cannot use cloud processing", "you need real-time or near-real-time processing", "you require commercial support or proprietary algorithms"], "when_to_choose": ["you need open source photogrammetry without licensing costs", "you want to script or automate drone image processing pipelines", "you need command-line integration with GIS tools like QGIS", "you have JPEG/TIFF aerial images and sufficient RAM", "you want outputs in standard formats like GeoTIFF, LAZ, OBJ, PLY"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/odm", "repo": "OpenDroneMap/ODM", "role": "main", "score": 90}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:44:54.339117+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d372e7ad37d3496c3ec1a8f3e88b358aa0ad039fd22564b49b0a3f45cdfea36", "fetched_at": "2026-08-28T04:09:43.240583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenDroneMap/ODM"}, {"content_hash": "18fea4e4edd91f97e2ea08f32237b8747a7310d4969fee60838bd7209fde4a63", "fetched_at": "2026-08-29T08:41:44.879815+00:00", "kind": "homepage", "missing": false, "url": "https://opendronemap.org"}, {"content_hash": "bb6f10eee439131d3421e68a4e25a3487b4e105ef8a6c9cb4e25be691a8c646f", "fetched_at": "2026-08-29T08:41:44.882151+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/docs"}, {"content_hash": "b323776ed9c6ec2431989017705f46660774d3e69ff3cea245f2c3b7fbc26da9", "fetched_at": "2026-08-29T08:41:44.883851+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/download"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:44:54.339117+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d372e7ad37d3496c3ec1a8f3e88b358aa0ad039fd22564b49b0a3f45cdfea36", "fetched_at": "2026-08-28T04:09:43.240583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenDroneMap/ODM"}, {"content_hash": "18fea4e4edd91f97e2ea08f32237b8747a7310d4969fee60838bd7209fde4a63", "fetched_at": "2026-08-29T08:41:44.879815+00:00", "kind": "homepage", "missing": false, "url": "https://opendronemap.org"}, {"content_hash": "bb6f10eee439131d3421e68a4e25a3487b4e105ef8a6c9cb4e25be691a8c646f", "fetched_at": "2026-08-29T08:41:44.882151+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/docs"}, {"content_hash": "b323776ed9c6ec2431989017705f46660774d3e69ff3cea245f2c3b7fbc26da9", "fetched_at": "2026-08-29T08:41:44.883851+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/download"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:44:54.339117+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d372e7ad37d3496c3ec1a8f3e88b358aa0ad039fd22564b49b0a3f45cdfea36", "fetched_at": "2026-08-28T04:09:43.240583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenDroneMap/ODM"}, {"content_hash": "18fea4e4edd91f97e2ea08f32237b8747a7310d4969fee60838bd7209fde4a63", "fetched_at": "2026-08-29T08:41:44.879815+00:00", "kind": "homepage", "missing": false, "url": "https://opendronemap.org"}, {"content_hash": "bb6f10eee439131d3421e68a4e25a3487b4e105ef8a6c9cb4e25be691a8c646f", "fetched_at": "2026-08-29T08:41:44.882151+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/docs"}, {"content_hash": "b323776ed9c6ec2431989017705f46660774d3e69ff3cea245f2c3b7fbc26da9", "fetched_at": "2026-08-29T08:41:44.883851+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/download"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:44:54.339117+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d372e7ad37d3496c3ec1a8f3e88b358aa0ad039fd22564b49b0a3f45cdfea36", "fetched_at": "2026-08-28T04:09:43.240583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenDroneMap/ODM"}, {"content_hash": "18fea4e4edd91f97e2ea08f32237b8747a7310d4969fee60838bd7209fde4a63", "fetched_at": "2026-08-29T08:41:44.879815+00:00", "kind": "homepage", "missing": false, "url": "https://opendronemap.org"}, {"content_hash": "bb6f10eee439131d3421e68a4e25a3487b4e105ef8a6c9cb4e25be691a8c646f", "fetched_at": "2026-08-29T08:41:44.882151+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/docs"}, {"content_hash": "b323776ed9c6ec2431989017705f46660774d3e69ff3cea245f2c3b7fbc26da9", "fetched_at": "2026-08-29T08:41:44.883851+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/download"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:44:54.339117+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d372e7ad37d3496c3ec1a8f3e88b358aa0ad039fd22564b49b0a3f45cdfea36", "fetched_at": "2026-08-28T04:09:43.240583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenDroneMap/ODM"}, {"content_hash": "18fea4e4edd91f97e2ea08f32237b8747a7310d4969fee60838bd7209fde4a63", "fetched_at": "2026-08-29T08:41:44.879815+00:00", "kind": "homepage", "missing": false, "url": "https://opendronemap.org"}, {"content_hash": "bb6f10eee439131d3421e68a4e25a3487b4e105ef8a6c9cb4e25be691a8c646f", "fetched_at": "2026-08-29T08:41:44.882151+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/docs"}, {"content_hash": "b323776ed9c6ec2431989017705f46660774d3e69ff3cea245f2c3b7fbc26da9", "fetched_at": "2026-08-29T08:41:44.883851+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/download"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:44:54.339117+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d372e7ad37d3496c3ec1a8f3e88b358aa0ad039fd22564b49b0a3f45cdfea36", "fetched_at": "2026-08-28T04:09:43.240583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenDroneMap/ODM"}, {"content_hash": "18fea4e4edd91f97e2ea08f32237b8747a7310d4969fee60838bd7209fde4a63", "fetched_at": "2026-08-29T08:41:44.879815+00:00", "kind": "homepage", "missing": false, "url": "https://opendronemap.org"}, {"content_hash": "bb6f10eee439131d3421e68a4e25a3487b4e105ef8a6c9cb4e25be691a8c646f", "fetched_at": "2026-08-29T08:41:44.882151+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/docs"}, {"content_hash": "b323776ed9c6ec2431989017705f46660774d3e69ff3cea245f2c3b7fbc26da9", "fetched_at": "2026-08-29T08:41:44.883851+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/download"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:43.240583+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:44:54.339117+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d372e7ad37d3496c3ec1a8f3e88b358aa0ad039fd22564b49b0a3f45cdfea36", "fetched_at": "2026-08-28T04:09:43.240583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenDroneMap/ODM"}, {"content_hash": "18fea4e4edd91f97e2ea08f32237b8747a7310d4969fee60838bd7209fde4a63", "fetched_at": "2026-08-29T08:41:44.879815+00:00", "kind": "homepage", "missing": false, "url": "https://opendronemap.org"}, {"content_hash": "bb6f10eee439131d3421e68a4e25a3487b4e105ef8a6c9cb4e25be691a8c646f", "fetched_at": "2026-08-29T08:41:44.882151+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/docs"}, {"content_hash": "b323776ed9c6ec2431989017705f46660774d3e69ff3cea245f2c3b7fbc26da9", "fetched_at": "2026-08-29T08:41:44.883851+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/download"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:44:54.339117+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d372e7ad37d3496c3ec1a8f3e88b358aa0ad039fd22564b49b0a3f45cdfea36", "fetched_at": "2026-08-28T04:09:43.240583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenDroneMap/ODM"}, {"content_hash": "18fea4e4edd91f97e2ea08f32237b8747a7310d4969fee60838bd7209fde4a63", "fetched_at": "2026-08-29T08:41:44.879815+00:00", "kind": "homepage", "missing": false, "url": "https://opendronemap.org"}, {"content_hash": "bb6f10eee439131d3421e68a4e25a3487b4e105ef8a6c9cb4e25be691a8c646f", "fetched_at": "2026-08-29T08:41:44.882151+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/docs"}, {"content_hash": "b323776ed9c6ec2431989017705f46660774d3e69ff3cea245f2c3b7fbc26da9", "fetched_at": "2026-08-29T08:41:44.883851+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/download"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:44:54.339117+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d372e7ad37d3496c3ec1a8f3e88b358aa0ad039fd22564b49b0a3f45cdfea36", "fetched_at": "2026-08-28T04:09:43.240583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenDroneMap/ODM"}, {"content_hash": "18fea4e4edd91f97e2ea08f32237b8747a7310d4969fee60838bd7209fde4a63", "fetched_at": "2026-08-29T08:41:44.879815+00:00", "kind": "homepage", "missing": false, "url": "https://opendronemap.org"}, {"content_hash": "bb6f10eee439131d3421e68a4e25a3487b4e105ef8a6c9cb4e25be691a8c646f", "fetched_at": "2026-08-29T08:41:44.882151+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/docs"}, {"content_hash": "b323776ed9c6ec2431989017705f46660774d3e69ff3cea245f2c3b7fbc26da9", "fetched_at": "2026-08-29T08:41:44.883851+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/download"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:44:54.339117+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0d372e7ad37d3496c3ec1a8f3e88b358aa0ad039fd22564b49b0a3f45cdfea36", "fetched_at": "2026-08-28T04:09:43.240583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/OpenDroneMap/ODM"}, {"content_hash": "18fea4e4edd91f97e2ea08f32237b8747a7310d4969fee60838bd7209fde4a63", "fetched_at": "2026-08-29T08:41:44.879815+00:00", "kind": "homepage", "missing": false, "url": "https://opendronemap.org"}, {"content_hash": "bb6f10eee439131d3421e68a4e25a3487b4e105ef8a6c9cb4e25be691a8c646f", "fetched_at": "2026-08-29T08:41:44.882151+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/docs"}, {"content_hash": "b323776ed9c6ec2431989017705f46660774d3e69ff3cea245f2c3b7fbc26da9", "fetched_at": "2026-08-29T08:41:44.883851+00:00", "kind": "site_page", "missing": false, "url": "https://opendronemap.org/download"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 73}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 4360, "days_push": 7, "days_rel": 21, "gap_med": 119, "n_releases_24m": 6}, "score": 90, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}