{"adoption": {"forks": 1238, "observed_at": "2026-08-28T04:09:51.648990+00:00", "stars": 6943}, "canonical_url": "https://ross.abutalabs.com/products/stylegan3", "card": {"archived": false, "artifact_type": "library", "description": "Official PyTorch implementation of StyleGAN3", "domain": ["deep-learning", "computer-vision", "image-processing", "artificial-intelligence"], "enriched": true, "function": ["machine-learning", "deep-learning", "image-processing", "gpu-computing"], "health_score": 20, "homepage": null, "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "maintenance", "member_repos": ["NVlabs/stylegan3"], "name": "NVlabs/stylegan3", "platform": ["python", "cli"], "pushed_at": "2023-09-12T17:04:25+00:00", "repo": "NVlabs/stylegan3", "stars": 6943, "tags": ["gan", "stylegan", "generative-models", "pytorch", "image-synthesis", "nvidia-research", "neurips-2021", "gpu", "linux"], "topics": [], "urls": [], "use_cases": ["generate photorealistic synthetic images with a GAN", "train a StyleGAN3 model on my own image dataset", "create interpolation videos from a trained GAN model", "analyze aliasing and spectral properties of a generator", "evaluate GAN equivariance to translation and rotation", "load and run pretrained StyleGAN2 pickles"], "what_it_is": "Official PyTorch implementation of StyleGAN3 (Alias-Free GANs), a state-of-the-art generative adversarial network for high-fidelity image synthesis with translation- and rotation-equivariant generators. It includes training, visualization, video generation, and equivariance evaluation tools.", "when_to_avoid": ["you need a lightweight or CPU-only image generator", "you want diffusion models instead of GANs", "you lack a modern NVIDIA GPU, since training requires substantial CUDA resources"], "when_to_choose": ["you need high-quality image synthesis with equivariant, alias-free generators", "you want to train or fine-tune StyleGAN2/3 models on custom datasets", "you need official, research-grade GAN tooling with visualization and metrics"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/stylegan3", "repo": "NVlabs/stylegan3", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T17:41:13.759471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9394cdc16c92c27abe58f39111806e3fdb92488fef5972debfa173b72cabb63c", "fetched_at": "2026-08-28T04:09:51.648990+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NVlabs/stylegan3"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T17:41:13.759471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9394cdc16c92c27abe58f39111806e3fdb92488fef5972debfa173b72cabb63c", "fetched_at": "2026-08-28T04:09:51.648990+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NVlabs/stylegan3"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T17:41:13.759471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9394cdc16c92c27abe58f39111806e3fdb92488fef5972debfa173b72cabb63c", "fetched_at": "2026-08-28T04:09:51.648990+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NVlabs/stylegan3"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T17:41:13.759471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9394cdc16c92c27abe58f39111806e3fdb92488fef5972debfa173b72cabb63c", "fetched_at": "2026-08-28T04:09:51.648990+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NVlabs/stylegan3"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T17:41:13.759471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9394cdc16c92c27abe58f39111806e3fdb92488fef5972debfa173b72cabb63c", "fetched_at": "2026-08-28T04:09:51.648990+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NVlabs/stylegan3"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T17:41:13.759471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9394cdc16c92c27abe58f39111806e3fdb92488fef5972debfa173b72cabb63c", "fetched_at": "2026-08-28T04:09:51.648990+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NVlabs/stylegan3"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:51.648990+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T17:41:13.759471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9394cdc16c92c27abe58f39111806e3fdb92488fef5972debfa173b72cabb63c", "fetched_at": "2026-08-28T04:09:51.648990+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NVlabs/stylegan3"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T17:41:13.759471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9394cdc16c92c27abe58f39111806e3fdb92488fef5972debfa173b72cabb63c", "fetched_at": "2026-08-28T04:09:51.648990+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NVlabs/stylegan3"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T17:41:13.759471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9394cdc16c92c27abe58f39111806e3fdb92488fef5972debfa173b72cabb63c", "fetched_at": "2026-08-28T04:09:51.648990+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NVlabs/stylegan3"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T17:41:13.759471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9394cdc16c92c27abe58f39111806e3fdb92488fef5972debfa173b72cabb63c", "fetched_at": "2026-08-28T04:09:51.648990+00:00", "kind": "readme", "missing": false, "url": "https://github.com/NVlabs/stylegan3"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1791, "days_push": 1086, "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}}