{"adoption": {"forks": 148, "observed_at": "2026-08-28T04:06:13.225362+00:00", "stars": 2095}, "canonical_url": "https://ross.abutalabs.com/products/zero123plus", "card": {"archived": false, "artifact_type": "library", "description": "Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.", "domain": ["artificial-intelligence", "computer-vision", "graphics", "machine-learning"], "enriched": true, "function": ["machine-learning", "deep-learning", "image-processing", "stable-diffusion"], "health_score": 20, "homepage": null, "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "active", "member_repos": ["SUDO-AI-3D/zero123plus"], "name": "SUDO-AI-3D/zero123plus", "platform": ["python"], "pushed_at": "2024-02-23T18:17:53+00:00", "repo": "SUDO-AI-3D/zero123plus", "stars": 2095, "tags": ["image-to-3d", "multi-view-diffusion", "diffusers", "novel-view-synthesis", "3d-generation", "research-project", "gpu"], "topics": ["3d", "3d-graphics", "aigc", "diffusers", "diffusion-models", "image-to-3d", "research-project", "text-to-3d"], "urls": [], "use_cases": ["generate multiple consistent views of an object from one photo", "create 3D assets from a single image", "generate view-space normal maps for 3D reconstruction", "produce alpha masks for object matting", "novel view synthesis of objects", "build image-to-3d pipelines with diffusers"], "what_it_is": "Zero123++ is a diffusion base model that generates consistent multi-view images from a single input image, intended as a stepping stone for 3D asset generation. The repository provides a custom diffusers pipeline, example scripts, and a ControlNet normal-image generator for producing view-space normal maps and alpha masks.", "when_to_avoid": ["you need a commercial-use license for the model weights (they are CC-BY-NC 4.0)", "you want text-to-image generation rather than single-image-to-multi-view", "you lack a GPU or PyTorch environment"], "when_to_choose": ["you need multi-view image generation from a single image as input to 3D reconstruction", "you want a diffusers-compatible pipeline for image-to-3d research", "you need normal maps or alpha masks to support 3D generation workflows"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/zero123plus", "repo": "SUDO-AI-3D/zero123plus", "role": "main", "score": 27}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:54:38.505837+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c81e8f4155695febbb8aba19c35cb94110c2ebd0b1918228f8a7d8ae5bf93ebc", "fetched_at": "2026-08-28T04:06:13.225362+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SUDO-AI-3D/zero123plus"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:54:38.505837+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c81e8f4155695febbb8aba19c35cb94110c2ebd0b1918228f8a7d8ae5bf93ebc", "fetched_at": "2026-08-28T04:06:13.225362+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SUDO-AI-3D/zero123plus"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:54:38.505837+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c81e8f4155695febbb8aba19c35cb94110c2ebd0b1918228f8a7d8ae5bf93ebc", "fetched_at": "2026-08-28T04:06:13.225362+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SUDO-AI-3D/zero123plus"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:54:38.505837+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c81e8f4155695febbb8aba19c35cb94110c2ebd0b1918228f8a7d8ae5bf93ebc", "fetched_at": "2026-08-28T04:06:13.225362+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SUDO-AI-3D/zero123plus"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:54:38.505837+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c81e8f4155695febbb8aba19c35cb94110c2ebd0b1918228f8a7d8ae5bf93ebc", "fetched_at": "2026-08-28T04:06:13.225362+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SUDO-AI-3D/zero123plus"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:54:38.505837+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c81e8f4155695febbb8aba19c35cb94110c2ebd0b1918228f8a7d8ae5bf93ebc", "fetched_at": "2026-08-28T04:06:13.225362+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SUDO-AI-3D/zero123plus"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:13.225362+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:54:38.505837+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c81e8f4155695febbb8aba19c35cb94110c2ebd0b1918228f8a7d8ae5bf93ebc", "fetched_at": "2026-08-28T04:06:13.225362+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SUDO-AI-3D/zero123plus"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:54:38.505837+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c81e8f4155695febbb8aba19c35cb94110c2ebd0b1918228f8a7d8ae5bf93ebc", "fetched_at": "2026-08-28T04:06:13.225362+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SUDO-AI-3D/zero123plus"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:54:38.505837+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c81e8f4155695febbb8aba19c35cb94110c2ebd0b1918228f8a7d8ae5bf93ebc", "fetched_at": "2026-08-28T04:06:13.225362+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SUDO-AI-3D/zero123plus"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:54:38.505837+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c81e8f4155695febbb8aba19c35cb94110c2ebd0b1918228f8a7d8ae5bf93ebc", "fetched_at": "2026-08-28T04:06:13.225362+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SUDO-AI-3D/zero123plus"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 75, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1052, "days_push": 922, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 27, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}