{"adoption": {"forks": 341, "observed_at": "2026-08-28T04:06:43.664177+00:00", "stars": 2397}, "canonical_url": "https://ross.abutalabs.com/products/neuralart", "card": {"archived": false, "artifact_type": "cli-tool", "description": "An implementation of the paper 'A Neural Algorithm of Artistic Style'.", "domain": ["deep-learning", "image-processing", "computer-vision"], "enriched": true, "function": ["machine-learning", "deep-learning", "image-processing"], "health_score": 20, "homepage": null, "language": "Lua", "license": "MIT", "license_family": "permissive", "maturity": "abandoned", "member_repos": ["kaishengtai/neuralart"], "name": "kaishengtai/neuralart", "platform": ["cli"], "pushed_at": "2017-03-05T18:08:54+00:00", "repo": "kaishengtai/neuralart", "stars": 2397, "tags": ["neural-style-transfer", "torch7", "vgg", "inception", "style-transfer", "linux", "macos", "gpu"], "topics": [], "urls": [], "use_cases": ["apply the style of a painting to a photo", "generate starry night style images of my own pictures", "run neural style transfer on the command line", "experiment with Gatys style transfer algorithm", "create stylized images using VGG-19 or Inception"], "what_it_is": "A Torch7 (Lua) implementation of the paper 'A Neural Algorithm of Artistic Style' for neural style transfer, applying the style of one image to the content of another using VGG or Inception networks. It runs as a script with GPU (CUDA) or CPU optimization.", "when_to_avoid": ["you want a maintained tool or modern PyTorch/TensorFlow support", "you need fast real-time style transfer rather than per-image optimization", "you cannot install the deprecated Torch7 ecosystem"], "when_to_choose": ["you want a classic Gatys-style neural style transfer implementation in Torch7", "you have a CUDA GPU and a Torch7 environment already set up"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/neuralart", "repo": "kaishengtai/neuralart", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:34:20.372202+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a808b9aa3c6a044de518376d5ba185e41e66104024442225304e262a76a5d0df", "fetched_at": "2026-08-28T04:06:43.664177+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kaishengtai/neuralart"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:34:20.372202+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a808b9aa3c6a044de518376d5ba185e41e66104024442225304e262a76a5d0df", "fetched_at": "2026-08-28T04:06:43.664177+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kaishengtai/neuralart"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:34:20.372202+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a808b9aa3c6a044de518376d5ba185e41e66104024442225304e262a76a5d0df", "fetched_at": "2026-08-28T04:06:43.664177+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kaishengtai/neuralart"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:34:20.372202+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a808b9aa3c6a044de518376d5ba185e41e66104024442225304e262a76a5d0df", "fetched_at": "2026-08-28T04:06:43.664177+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kaishengtai/neuralart"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:34:20.372202+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a808b9aa3c6a044de518376d5ba185e41e66104024442225304e262a76a5d0df", "fetched_at": "2026-08-28T04:06:43.664177+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kaishengtai/neuralart"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:34:20.372202+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a808b9aa3c6a044de518376d5ba185e41e66104024442225304e262a76a5d0df", "fetched_at": "2026-08-28T04:06:43.664177+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kaishengtai/neuralart"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:43.664177+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:34:20.372202+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a808b9aa3c6a044de518376d5ba185e41e66104024442225304e262a76a5d0df", "fetched_at": "2026-08-28T04:06:43.664177+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kaishengtai/neuralart"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:34:20.372202+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a808b9aa3c6a044de518376d5ba185e41e66104024442225304e262a76a5d0df", "fetched_at": "2026-08-28T04:06:43.664177+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kaishengtai/neuralart"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:34:20.372202+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a808b9aa3c6a044de518376d5ba185e41e66104024442225304e262a76a5d0df", "fetched_at": "2026-08-28T04:06:43.664177+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kaishengtai/neuralart"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:34:20.372202+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a808b9aa3c6a044de518376d5ba185e41e66104024442225304e262a76a5d0df", "fetched_at": "2026-08-28T04:06:43.664177+00:00", "kind": "readme", "missing": false, "url": "https://github.com/kaishengtai/neuralart"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 4021, "days_push": 3468, "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}}