{"adoption": {"forks": 112, "observed_at": "2026-08-28T04:04:28.343261+00:00", "stars": 1352}, "canonical_url": "https://ross.abutalabs.com/products/fast-style-transfer-deeplearnjs", "card": {"archived": false, "artifact_type": "application", "description": "Demo of in-browser Fast Neural Style Transfer with deeplearn.js library", "domain": ["deep-learning", "image-processing", "computer-vision", "web-development"], "enriched": true, "function": ["machine-learning", "image-processing", "deep-learning"], "health_score": 20, "homepage": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs", "language": "TypeScript", "license": "MIT", "license_family": "permissive", "maturity": "abandoned", "member_repos": ["reiinakano/fast-style-transfer-deeplearnjs"], "name": "reiinakano/fast-style-transfer-deeplearnjs", "platform": ["browser"], "pushed_at": "2018-11-29T15:47:56+00:00", "repo": "reiinakano/fast-style-transfer-deeplearnjs", "stars": 1352, "tags": ["neural-style-transfer", "deeplearnjs", "in-browser-inference", "deprecated", "demo", "web-server"], "topics": [], "urls": [], "use_cases": ["stylize photos with neural style transfer in the browser", "run a neural network fully client-side without uploading images", "demo deep learning models with deeplearn.js", "apply artistic style filters to webcam input", "learn how to deploy pretrained style transfer models in a web app"], "what_it_is": "A browser-based demo of Fast Neural Style Transfer running entirely client-side with the deeplearn.js library, letting users stylize images or webcam input without any server-side processing. The repository is deprecated and no longer maintained, with its functionality superseded by arbitrary-image-stylization-tfjs and ml5.js.", "when_to_avoid": ["you need a maintained or production-ready style transfer tool", "you want arbitrary style images without training a new model per style", "your build environment cannot handle the deprecated bower/npm toolchain", "you need mobile-friendly low-bandwidth usage since each style model is ~6.6MB"], "when_to_choose": ["you need a reference implementation of in-browser style transfer with deeplearn.js", "you want a privacy-preserving demo where images never leave the user's machine", "you are studying how style transfer models are packaged for the browser"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/fast-style-transfer-deeplearnjs", "repo": "reiinakano/fast-style-transfer-deeplearnjs", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:42:10.730557+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "39a0351070f64055a83eb26f28ec72f81f7d1880b98d508d81db635122629d9d", "fetched_at": "2026-08-28T04:04:28.343261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reiinakano/fast-style-transfer-deeplearnjs"}, {"content_hash": "c0fe3fb6d0f972a1e001207d96e652126f45db3e90a475925bcfe9cfdb64a8d8", "fetched_at": "2026-08-29T12:01:05.044869+00:00", "kind": "homepage", "missing": false, "url": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:42:10.730557+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "39a0351070f64055a83eb26f28ec72f81f7d1880b98d508d81db635122629d9d", "fetched_at": "2026-08-28T04:04:28.343261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reiinakano/fast-style-transfer-deeplearnjs"}, {"content_hash": "c0fe3fb6d0f972a1e001207d96e652126f45db3e90a475925bcfe9cfdb64a8d8", "fetched_at": "2026-08-29T12:01:05.044869+00:00", "kind": "homepage", "missing": false, "url": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:42:10.730557+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "39a0351070f64055a83eb26f28ec72f81f7d1880b98d508d81db635122629d9d", "fetched_at": "2026-08-28T04:04:28.343261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reiinakano/fast-style-transfer-deeplearnjs"}, {"content_hash": "c0fe3fb6d0f972a1e001207d96e652126f45db3e90a475925bcfe9cfdb64a8d8", "fetched_at": "2026-08-29T12:01:05.044869+00:00", "kind": "homepage", "missing": false, "url": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:42:10.730557+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "39a0351070f64055a83eb26f28ec72f81f7d1880b98d508d81db635122629d9d", "fetched_at": "2026-08-28T04:04:28.343261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reiinakano/fast-style-transfer-deeplearnjs"}, {"content_hash": "c0fe3fb6d0f972a1e001207d96e652126f45db3e90a475925bcfe9cfdb64a8d8", "fetched_at": "2026-08-29T12:01:05.044869+00:00", "kind": "homepage", "missing": false, "url": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:42:10.730557+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "39a0351070f64055a83eb26f28ec72f81f7d1880b98d508d81db635122629d9d", "fetched_at": "2026-08-28T04:04:28.343261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reiinakano/fast-style-transfer-deeplearnjs"}, {"content_hash": "c0fe3fb6d0f972a1e001207d96e652126f45db3e90a475925bcfe9cfdb64a8d8", "fetched_at": "2026-08-29T12:01:05.044869+00:00", "kind": "homepage", "missing": false, "url": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:42:10.730557+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "39a0351070f64055a83eb26f28ec72f81f7d1880b98d508d81db635122629d9d", "fetched_at": "2026-08-28T04:04:28.343261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reiinakano/fast-style-transfer-deeplearnjs"}, {"content_hash": "c0fe3fb6d0f972a1e001207d96e652126f45db3e90a475925bcfe9cfdb64a8d8", "fetched_at": "2026-08-29T12:01:05.044869+00:00", "kind": "homepage", "missing": false, "url": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:28.343261+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:42:10.730557+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "39a0351070f64055a83eb26f28ec72f81f7d1880b98d508d81db635122629d9d", "fetched_at": "2026-08-28T04:04:28.343261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reiinakano/fast-style-transfer-deeplearnjs"}, {"content_hash": "c0fe3fb6d0f972a1e001207d96e652126f45db3e90a475925bcfe9cfdb64a8d8", "fetched_at": "2026-08-29T12:01:05.044869+00:00", "kind": "homepage", "missing": false, "url": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:42:10.730557+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "39a0351070f64055a83eb26f28ec72f81f7d1880b98d508d81db635122629d9d", "fetched_at": "2026-08-28T04:04:28.343261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reiinakano/fast-style-transfer-deeplearnjs"}, {"content_hash": "c0fe3fb6d0f972a1e001207d96e652126f45db3e90a475925bcfe9cfdb64a8d8", "fetched_at": "2026-08-29T12:01:05.044869+00:00", "kind": "homepage", "missing": false, "url": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:42:10.730557+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "39a0351070f64055a83eb26f28ec72f81f7d1880b98d508d81db635122629d9d", "fetched_at": "2026-08-28T04:04:28.343261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reiinakano/fast-style-transfer-deeplearnjs"}, {"content_hash": "c0fe3fb6d0f972a1e001207d96e652126f45db3e90a475925bcfe9cfdb64a8d8", "fetched_at": "2026-08-29T12:01:05.044869+00:00", "kind": "homepage", "missing": false, "url": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:42:10.730557+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "39a0351070f64055a83eb26f28ec72f81f7d1880b98d508d81db635122629d9d", "fetched_at": "2026-08-28T04:04:28.343261+00:00", "kind": "readme", "missing": false, "url": "https://github.com/reiinakano/fast-style-transfer-deeplearnjs"}, {"content_hash": "c0fe3fb6d0f972a1e001207d96e652126f45db3e90a475925bcfe9cfdb64a8d8", "fetched_at": "2026-08-29T12:01:05.044869+00:00", "kind": "homepage", "missing": false, "url": "https://reiinakano.github.io/fast-style-transfer-deeplearnjs"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3266, "days_push": 2834, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}