{"adoption": {"forks": 142, "observed_at": "2026-08-28T04:07:21.524725+00:00", "stars": 2777}, "canonical_url": "https://ross.abutalabs.com/products/unsplash-datasets", "card": {"archived": false, "artifact_type": "dataset", "description": "🎁  7,400,000+ Unsplash images made available for research and machine learning", "domain": ["machine-learning", "computer-vision", "image-processing", "data-science", "photography"], "enriched": true, "function": ["machine-learning", "search-engine", "image-processing", "data-science"], "health_score": 93, "homepage": "https://unsplash.com/data", "language": "Jupyter Notebook", "license": null, "license_family": "other", "maturity": "active", "member_repos": ["unsplash/datasets"], "name": "unsplash/datasets", "platform": ["python", "cross-platform"], "pushed_at": "2026-06-26T15:30:57+00:00", "repo": "unsplash/datasets", "stars": 2777, "tags": ["image-dataset", "unsplash", "photo-metadata", "visual-search", "keywords", "research-dataset", "computer-vision-training", "search"], "topics": ["dataset", "images", "unsplash", "machine-learning", "research", "data", "search-engine", "keywords", "photos", "semantics"], "urls": [], "use_cases": ["train image classification models on labeled photos", "research visual search and semantic image retrieval", "build image search engines with real search query data", "analyze photography trends from camera and lens metadata", "train multimodal image-text models", "benchmark image quality and popularity prediction models"], "what_it_is": "The Unsplash Dataset is a collection of over 7.4 million high-quality photos with rich metadata including keywords, search queries, and camera information, released by Unsplash for research and machine learning. It comes in two tiers: a Lite dataset (~25k photos, commercially usable) and a Full dataset (non-commercial, access-request required).", "when_to_avoid": ["you need commercial usage rights for the full 7.4M photo dataset", "you need user-level or personally identifiable data (never included)", "you need video or audio data", "you require a formal open-source license (the repo has none; usage is governed by separate terms)"], "when_to_choose": ["you need a large, openly licensed image dataset with real-world search and keyword metadata", "you want commercially usable image data for prototyping (Lite tier)", "you are researching semantic visual search beyond object detection"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/unsplash-datasets", "repo": "unsplash/datasets", "role": "main", "score": 80}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T08:16:31.756338+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "88a0447e02782f15e7eeaee0587f662e17dd01643e1033c8d3df889c932b06ee", "fetched_at": "2026-08-28T04:07:21.524725+00:00", "kind": "readme", "missing": false, "url": "https://github.com/unsplash/datasets"}, {"content_hash": "3acce05d9b372d3a4783a3a6c8d31d4baa22d297807c46003a855a36254186c5", "fetched_at": "2026-08-29T09:55:54.022070+00:00", "kind": "homepage", "missing": false, "url": "https://unsplash.com/data"}, {"content_hash": "f7915740cad328362a192298e33e3db498787ac5e73eb416224335c94f7cea4a", "fetched_at": "2026-08-29T09:55:54.031735+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation"}, {"content_hash": "66513297101fd68f58cc2aeccdd24e492047eaca9e7557792d83aa67d42829ac", "fetched_at": "2026-08-29T09:55:54.036900+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation/changelog"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T08:16:31.756338+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "88a0447e02782f15e7eeaee0587f662e17dd01643e1033c8d3df889c932b06ee", "fetched_at": "2026-08-28T04:07:21.524725+00:00", "kind": "readme", "missing": false, "url": "https://github.com/unsplash/datasets"}, {"content_hash": "3acce05d9b372d3a4783a3a6c8d31d4baa22d297807c46003a855a36254186c5", "fetched_at": "2026-08-29T09:55:54.022070+00:00", "kind": "homepage", "missing": false, "url": "https://unsplash.com/data"}, {"content_hash": "f7915740cad328362a192298e33e3db498787ac5e73eb416224335c94f7cea4a", "fetched_at": "2026-08-29T09:55:54.031735+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation"}, {"content_hash": "66513297101fd68f58cc2aeccdd24e492047eaca9e7557792d83aa67d42829ac", "fetched_at": "2026-08-29T09:55:54.036900+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation/changelog"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T08:16:31.756338+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "88a0447e02782f15e7eeaee0587f662e17dd01643e1033c8d3df889c932b06ee", "fetched_at": "2026-08-28T04:07:21.524725+00:00", "kind": "readme", "missing": false, "url": "https://github.com/unsplash/datasets"}, {"content_hash": "3acce05d9b372d3a4783a3a6c8d31d4baa22d297807c46003a855a36254186c5", "fetched_at": "2026-08-29T09:55:54.022070+00:00", "kind": "homepage", "missing": false, "url": "https://unsplash.com/data"}, {"content_hash": "f7915740cad328362a192298e33e3db498787ac5e73eb416224335c94f7cea4a", "fetched_at": "2026-08-29T09:55:54.031735+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation"}, {"content_hash": "66513297101fd68f58cc2aeccdd24e492047eaca9e7557792d83aa67d42829ac", "fetched_at": "2026-08-29T09:55:54.036900+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation/changelog"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T08:16:31.756338+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "88a0447e02782f15e7eeaee0587f662e17dd01643e1033c8d3df889c932b06ee", "fetched_at": "2026-08-28T04:07:21.524725+00:00", "kind": "readme", "missing": false, "url": "https://github.com/unsplash/datasets"}, {"content_hash": "3acce05d9b372d3a4783a3a6c8d31d4baa22d297807c46003a855a36254186c5", "fetched_at": "2026-08-29T09:55:54.022070+00:00", "kind": "homepage", "missing": false, "url": "https://unsplash.com/data"}, {"content_hash": "f7915740cad328362a192298e33e3db498787ac5e73eb416224335c94f7cea4a", "fetched_at": "2026-08-29T09:55:54.031735+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation"}, {"content_hash": "66513297101fd68f58cc2aeccdd24e492047eaca9e7557792d83aa67d42829ac", "fetched_at": "2026-08-29T09:55:54.036900+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation/changelog"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T08:16:31.756338+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "88a0447e02782f15e7eeaee0587f662e17dd01643e1033c8d3df889c932b06ee", "fetched_at": "2026-08-28T04:07:21.524725+00:00", "kind": "readme", "missing": false, "url": "https://github.com/unsplash/datasets"}, {"content_hash": "3acce05d9b372d3a4783a3a6c8d31d4baa22d297807c46003a855a36254186c5", "fetched_at": "2026-08-29T09:55:54.022070+00:00", "kind": "homepage", "missing": false, "url": "https://unsplash.com/data"}, {"content_hash": "f7915740cad328362a192298e33e3db498787ac5e73eb416224335c94f7cea4a", "fetched_at": "2026-08-29T09:55:54.031735+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation"}, {"content_hash": "66513297101fd68f58cc2aeccdd24e492047eaca9e7557792d83aa67d42829ac", "fetched_at": "2026-08-29T09:55:54.036900+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation/changelog"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T08:16:31.756338+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "88a0447e02782f15e7eeaee0587f662e17dd01643e1033c8d3df889c932b06ee", "fetched_at": "2026-08-28T04:07:21.524725+00:00", "kind": "readme", "missing": false, "url": "https://github.com/unsplash/datasets"}, {"content_hash": "3acce05d9b372d3a4783a3a6c8d31d4baa22d297807c46003a855a36254186c5", "fetched_at": "2026-08-29T09:55:54.022070+00:00", "kind": "homepage", "missing": false, "url": "https://unsplash.com/data"}, {"content_hash": "f7915740cad328362a192298e33e3db498787ac5e73eb416224335c94f7cea4a", "fetched_at": "2026-08-29T09:55:54.031735+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation"}, {"content_hash": "66513297101fd68f58cc2aeccdd24e492047eaca9e7557792d83aa67d42829ac", "fetched_at": "2026-08-29T09:55:54.036900+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation/changelog"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:21.524725+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T08:16:31.756338+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "88a0447e02782f15e7eeaee0587f662e17dd01643e1033c8d3df889c932b06ee", "fetched_at": "2026-08-28T04:07:21.524725+00:00", "kind": "readme", "missing": false, "url": "https://github.com/unsplash/datasets"}, {"content_hash": "3acce05d9b372d3a4783a3a6c8d31d4baa22d297807c46003a855a36254186c5", "fetched_at": "2026-08-29T09:55:54.022070+00:00", "kind": "homepage", "missing": false, "url": "https://unsplash.com/data"}, {"content_hash": "f7915740cad328362a192298e33e3db498787ac5e73eb416224335c94f7cea4a", "fetched_at": "2026-08-29T09:55:54.031735+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation"}, {"content_hash": "66513297101fd68f58cc2aeccdd24e492047eaca9e7557792d83aa67d42829ac", "fetched_at": "2026-08-29T09:55:54.036900+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation/changelog"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T08:16:31.756338+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "88a0447e02782f15e7eeaee0587f662e17dd01643e1033c8d3df889c932b06ee", "fetched_at": "2026-08-28T04:07:21.524725+00:00", "kind": "readme", "missing": false, "url": "https://github.com/unsplash/datasets"}, {"content_hash": "3acce05d9b372d3a4783a3a6c8d31d4baa22d297807c46003a855a36254186c5", "fetched_at": "2026-08-29T09:55:54.022070+00:00", "kind": "homepage", "missing": false, "url": "https://unsplash.com/data"}, {"content_hash": "f7915740cad328362a192298e33e3db498787ac5e73eb416224335c94f7cea4a", "fetched_at": "2026-08-29T09:55:54.031735+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation"}, {"content_hash": "66513297101fd68f58cc2aeccdd24e492047eaca9e7557792d83aa67d42829ac", "fetched_at": "2026-08-29T09:55:54.036900+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation/changelog"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T08:16:31.756338+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "88a0447e02782f15e7eeaee0587f662e17dd01643e1033c8d3df889c932b06ee", "fetched_at": "2026-08-28T04:07:21.524725+00:00", "kind": "readme", "missing": false, "url": "https://github.com/unsplash/datasets"}, {"content_hash": "3acce05d9b372d3a4783a3a6c8d31d4baa22d297807c46003a855a36254186c5", "fetched_at": "2026-08-29T09:55:54.022070+00:00", "kind": "homepage", "missing": false, "url": "https://unsplash.com/data"}, {"content_hash": "f7915740cad328362a192298e33e3db498787ac5e73eb416224335c94f7cea4a", "fetched_at": "2026-08-29T09:55:54.031735+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation"}, {"content_hash": "66513297101fd68f58cc2aeccdd24e492047eaca9e7557792d83aa67d42829ac", "fetched_at": "2026-08-29T09:55:54.036900+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation/changelog"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T08:16:31.756338+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "88a0447e02782f15e7eeaee0587f662e17dd01643e1033c8d3df889c932b06ee", "fetched_at": "2026-08-28T04:07:21.524725+00:00", "kind": "readme", "missing": false, "url": "https://github.com/unsplash/datasets"}, {"content_hash": "3acce05d9b372d3a4783a3a6c8d31d4baa22d297807c46003a855a36254186c5", "fetched_at": "2026-08-29T09:55:54.022070+00:00", "kind": "homepage", "missing": false, "url": "https://unsplash.com/data"}, {"content_hash": "f7915740cad328362a192298e33e3db498787ac5e73eb416224335c94f7cea4a", "fetched_at": "2026-08-29T09:55:54.031735+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation"}, {"content_hash": "66513297101fd68f58cc2aeccdd24e492047eaca9e7557792d83aa67d42829ac", "fetched_at": "2026-08-29T09:55:54.036900+00:00", "kind": "site_page", "missing": false, "url": "https://unsplash.com/documentation/changelog"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 89, "longevity": 100, "rhythm": 58}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2262, "days_push": 68, "days_rel": 68, "gap_med": 217.5, "n_releases_24m": 3}, "score": 80, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}