{"adoption": {"forks": 119, "observed_at": "2026-08-28T04:03:17.213476+00:00", "stars": 1027}, "canonical_url": "https://ross.abutalabs.com/products/hyperstyle", "card": {"archived": false, "artifact_type": "library", "description": "Official Implementation for \"HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing\" (CVPR 2022) https://arxiv.org/abs/2111.15666", "domain": ["computer-vision", "image-processing", "deep-learning", "artificial-intelligence"], "enriched": true, "function": ["machine-learning", "image-processing", "deep-learning"], "health_score": 20, "homepage": "https://yuval-alaluf.github.io/hyperstyle/", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["yuval-alaluf/hyperstyle"], "name": "yuval-alaluf/hyperstyle", "platform": ["python"], "pushed_at": "2022-09-17T16:06:21+00:00", "repo": "yuval-alaluf/hyperstyle", "stars": 1027, "tags": ["stylegan", "gan-inversion", "hypernetworks", "image-editing", "cvpr2022", "research-code", "gpu"], "topics": ["generative-adversarial-network", "stylegan", "stylegan-encoder", "hypernetworks", "cvpr2022"], "urls": [], "use_cases": ["invert real face photos into StyleGAN latent space", "edit real images with GAN latent directions", "reconstruct images with high fidelity and editability", "edit out-of-domain images via domain adaptation", "generate face animations from a single image", "run StyleGAN inversion experiments for research"], "what_it_is": "Official PyTorch implementation of HyperStyle (CVPR 2022), a hypernetwork that inverts real images into editable regions of StyleGAN's latent space by modulating the generator's weights. It achieves optimization-quality reconstructions with near real-time encoder inference and supports downstream image editing applications.", "when_to_avoid": ["you need a production-ready, maintained product with support", "you work with non-face imagery without retraining", "you lack a GPU or PyTorch environment", "you need text-to-image generation rather than inversion of existing images"], "when_to_choose": ["you need fast, editable StyleGAN inversions of real images", "you want a research-grade reference implementation of a CVPR 2022 inversion method", "you need to edit faces or adapt the model to new domains"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/hyperstyle", "repo": "yuval-alaluf/hyperstyle", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:07:55.755602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "905a36cb7a7b2cbbe05cb4652915e48e82b5ab1c61124062cb250ce9c913a0a4", "fetched_at": "2026-08-28T04:03:17.213476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuval-alaluf/hyperstyle"}, {"content_hash": "5247397ac1d4d78b744cfda08852259a307fff39e0d4d75da634efc6b1dd3208", "fetched_at": "2026-08-29T13:08:21.870359+00:00", "kind": "homepage", "missing": false, "url": "https://yuval-alaluf.github.io/hyperstyle/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:07:55.755602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "905a36cb7a7b2cbbe05cb4652915e48e82b5ab1c61124062cb250ce9c913a0a4", "fetched_at": "2026-08-28T04:03:17.213476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuval-alaluf/hyperstyle"}, {"content_hash": "5247397ac1d4d78b744cfda08852259a307fff39e0d4d75da634efc6b1dd3208", "fetched_at": "2026-08-29T13:08:21.870359+00:00", "kind": "homepage", "missing": false, "url": "https://yuval-alaluf.github.io/hyperstyle/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:07:55.755602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "905a36cb7a7b2cbbe05cb4652915e48e82b5ab1c61124062cb250ce9c913a0a4", "fetched_at": "2026-08-28T04:03:17.213476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuval-alaluf/hyperstyle"}, {"content_hash": "5247397ac1d4d78b744cfda08852259a307fff39e0d4d75da634efc6b1dd3208", "fetched_at": "2026-08-29T13:08:21.870359+00:00", "kind": "homepage", "missing": false, "url": "https://yuval-alaluf.github.io/hyperstyle/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:07:55.755602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "905a36cb7a7b2cbbe05cb4652915e48e82b5ab1c61124062cb250ce9c913a0a4", "fetched_at": "2026-08-28T04:03:17.213476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuval-alaluf/hyperstyle"}, {"content_hash": "5247397ac1d4d78b744cfda08852259a307fff39e0d4d75da634efc6b1dd3208", "fetched_at": "2026-08-29T13:08:21.870359+00:00", "kind": "homepage", "missing": false, "url": "https://yuval-alaluf.github.io/hyperstyle/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:07:55.755602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "905a36cb7a7b2cbbe05cb4652915e48e82b5ab1c61124062cb250ce9c913a0a4", "fetched_at": "2026-08-28T04:03:17.213476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuval-alaluf/hyperstyle"}, {"content_hash": "5247397ac1d4d78b744cfda08852259a307fff39e0d4d75da634efc6b1dd3208", "fetched_at": "2026-08-29T13:08:21.870359+00:00", "kind": "homepage", "missing": false, "url": "https://yuval-alaluf.github.io/hyperstyle/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:07:55.755602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "905a36cb7a7b2cbbe05cb4652915e48e82b5ab1c61124062cb250ce9c913a0a4", "fetched_at": "2026-08-28T04:03:17.213476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuval-alaluf/hyperstyle"}, {"content_hash": "5247397ac1d4d78b744cfda08852259a307fff39e0d4d75da634efc6b1dd3208", "fetched_at": "2026-08-29T13:08:21.870359+00:00", "kind": "homepage", "missing": false, "url": "https://yuval-alaluf.github.io/hyperstyle/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:17.213476+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:07:55.755602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "905a36cb7a7b2cbbe05cb4652915e48e82b5ab1c61124062cb250ce9c913a0a4", "fetched_at": "2026-08-28T04:03:17.213476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuval-alaluf/hyperstyle"}, {"content_hash": "5247397ac1d4d78b744cfda08852259a307fff39e0d4d75da634efc6b1dd3208", "fetched_at": "2026-08-29T13:08:21.870359+00:00", "kind": "homepage", "missing": false, "url": "https://yuval-alaluf.github.io/hyperstyle/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:07:55.755602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "905a36cb7a7b2cbbe05cb4652915e48e82b5ab1c61124062cb250ce9c913a0a4", "fetched_at": "2026-08-28T04:03:17.213476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuval-alaluf/hyperstyle"}, {"content_hash": "5247397ac1d4d78b744cfda08852259a307fff39e0d4d75da634efc6b1dd3208", "fetched_at": "2026-08-29T13:08:21.870359+00:00", "kind": "homepage", "missing": false, "url": "https://yuval-alaluf.github.io/hyperstyle/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:07:55.755602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "905a36cb7a7b2cbbe05cb4652915e48e82b5ab1c61124062cb250ce9c913a0a4", "fetched_at": "2026-08-28T04:03:17.213476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuval-alaluf/hyperstyle"}, {"content_hash": "5247397ac1d4d78b744cfda08852259a307fff39e0d4d75da634efc6b1dd3208", "fetched_at": "2026-08-29T13:08:21.870359+00:00", "kind": "homepage", "missing": false, "url": "https://yuval-alaluf.github.io/hyperstyle/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:07:55.755602+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "905a36cb7a7b2cbbe05cb4652915e48e82b5ab1c61124062cb250ce9c913a0a4", "fetched_at": "2026-08-28T04:03:17.213476+00:00", "kind": "readme", "missing": false, "url": "https://github.com/yuval-alaluf/hyperstyle"}, {"content_hash": "5247397ac1d4d78b744cfda08852259a307fff39e0d4d75da634efc6b1dd3208", "fetched_at": "2026-08-29T13:08:21.870359+00:00", "kind": "homepage", "missing": false, "url": "https://yuval-alaluf.github.io/hyperstyle/"}], "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": 1737, "days_push": 1446, "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}}