{"adoption": {"forks": 211, "observed_at": "2026-08-28T04:06:19.719158+00:00", "stars": 2156}, "canonical_url": "https://ross.abutalabs.com/products/pixal3d", "card": {"archived": false, "artifact_type": "library", "description": "[SIGGRAPH 2026] Pixal3D: Pixel-Aligned 3D Generation from Images", "domain": ["computer-vision", "graphics", "artificial-intelligence"], "enriched": true, "function": ["machine-learning", "deep-learning", "image-processing", "graphics", "simulation"], "health_score": 73, "homepage": "https://ldyang694.github.io/projects/pixal3d/", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["TencentARC/Pixal3D"], "name": "TencentARC/Pixal3D", "platform": ["python"], "pushed_at": "2026-06-23T10:10:27+00:00", "repo": "TencentARC/Pixal3D", "stars": 2156, "tags": ["image-to-3d", "3d-generation", "pixel-aligned", "pbr-textures", "siggraph-2026", "gradio-demo", "trellis", "multi-view-generation", "3d-assets", "research-code", "game-development", "gpu", "linux", "web-server"], "topics": [], "urls": [], "use_cases": ["generate a 3D model from a single photo", "create PBR-textured 3D assets for games from images", "reconstruct high-fidelity geometry matching an input image", "generate multi-view consistent 3D assets", "produce object-separated 3D scenes from images", "reproduce SIGGRAPH 2026 image-to-3D research results", "run image-to-3D generation in a browser demo"], "what_it_is": "Pixal3D is a research codebase for generating high-fidelity 3D assets from a single image using a pixel-aligned generation paradigm that back-projects image features into 3D. It is a SIGGRAPH 2026 paper implementation from Tsinghua University and Tencent ARC Lab, built on the TRELLIS.2 backbone, with inference code, training code, and an online Gradio demo.", "when_to_avoid": ["you need a lightweight tool without GPU requirements", "you want a production-ready end-user application rather than research code", "you need text-to-3D generation rather than image-to-3D", "you cannot install the TRELLIS.2 dependency stack"], "when_to_choose": ["you need pixel-level fidelity between the input image and the generated 3D asset", "you want detailed geometry with PBR textures from a single image", "you need multi-view or scene-level 3D generation from images", "you want to build on or study a state-of-the-art image-to-3D method with training code available"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/pixal3d", "repo": "TencentARC/Pixal3D", "role": "main", "score": 54}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:50:27.212134+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "93de2be0adaa91faa6b33e9aedf926a177cd8ab8bd9cdc4ff2d010dcd8c96b2a", "fetched_at": "2026-08-28T04:06:19.719158+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TencentARC/Pixal3D"}, {"content_hash": "5e532205d8ff3ce6fcd2a6f29b08da7c7eb4e8d44ed7045b09e4eea10adda201", "fetched_at": "2026-08-29T10:30:30.407081+00:00", "kind": "homepage", "missing": false, "url": "https://ldyang694.github.io/projects/pixal3d/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:50:27.212134+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "93de2be0adaa91faa6b33e9aedf926a177cd8ab8bd9cdc4ff2d010dcd8c96b2a", "fetched_at": "2026-08-28T04:06:19.719158+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TencentARC/Pixal3D"}, {"content_hash": "5e532205d8ff3ce6fcd2a6f29b08da7c7eb4e8d44ed7045b09e4eea10adda201", "fetched_at": "2026-08-29T10:30:30.407081+00:00", "kind": "homepage", "missing": false, "url": "https://ldyang694.github.io/projects/pixal3d/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:50:27.212134+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "93de2be0adaa91faa6b33e9aedf926a177cd8ab8bd9cdc4ff2d010dcd8c96b2a", "fetched_at": "2026-08-28T04:06:19.719158+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TencentARC/Pixal3D"}, {"content_hash": "5e532205d8ff3ce6fcd2a6f29b08da7c7eb4e8d44ed7045b09e4eea10adda201", "fetched_at": "2026-08-29T10:30:30.407081+00:00", "kind": "homepage", "missing": false, "url": "https://ldyang694.github.io/projects/pixal3d/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:50:27.212134+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "93de2be0adaa91faa6b33e9aedf926a177cd8ab8bd9cdc4ff2d010dcd8c96b2a", "fetched_at": "2026-08-28T04:06:19.719158+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TencentARC/Pixal3D"}, {"content_hash": "5e532205d8ff3ce6fcd2a6f29b08da7c7eb4e8d44ed7045b09e4eea10adda201", "fetched_at": "2026-08-29T10:30:30.407081+00:00", "kind": "homepage", "missing": false, "url": "https://ldyang694.github.io/projects/pixal3d/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:50:27.212134+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "93de2be0adaa91faa6b33e9aedf926a177cd8ab8bd9cdc4ff2d010dcd8c96b2a", "fetched_at": "2026-08-28T04:06:19.719158+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TencentARC/Pixal3D"}, {"content_hash": "5e532205d8ff3ce6fcd2a6f29b08da7c7eb4e8d44ed7045b09e4eea10adda201", "fetched_at": "2026-08-29T10:30:30.407081+00:00", "kind": "homepage", "missing": false, "url": "https://ldyang694.github.io/projects/pixal3d/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:50:27.212134+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "93de2be0adaa91faa6b33e9aedf926a177cd8ab8bd9cdc4ff2d010dcd8c96b2a", "fetched_at": "2026-08-28T04:06:19.719158+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TencentARC/Pixal3D"}, {"content_hash": "5e532205d8ff3ce6fcd2a6f29b08da7c7eb4e8d44ed7045b09e4eea10adda201", "fetched_at": "2026-08-29T10:30:30.407081+00:00", "kind": "homepage", "missing": false, "url": "https://ldyang694.github.io/projects/pixal3d/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:19.719158+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:50:27.212134+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "93de2be0adaa91faa6b33e9aedf926a177cd8ab8bd9cdc4ff2d010dcd8c96b2a", "fetched_at": "2026-08-28T04:06:19.719158+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TencentARC/Pixal3D"}, {"content_hash": "5e532205d8ff3ce6fcd2a6f29b08da7c7eb4e8d44ed7045b09e4eea10adda201", "fetched_at": "2026-08-29T10:30:30.407081+00:00", "kind": "homepage", "missing": false, "url": "https://ldyang694.github.io/projects/pixal3d/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:50:27.212134+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "93de2be0adaa91faa6b33e9aedf926a177cd8ab8bd9cdc4ff2d010dcd8c96b2a", "fetched_at": "2026-08-28T04:06:19.719158+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TencentARC/Pixal3D"}, {"content_hash": "5e532205d8ff3ce6fcd2a6f29b08da7c7eb4e8d44ed7045b09e4eea10adda201", "fetched_at": "2026-08-29T10:30:30.407081+00:00", "kind": "homepage", "missing": false, "url": "https://ldyang694.github.io/projects/pixal3d/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:50:27.212134+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "93de2be0adaa91faa6b33e9aedf926a177cd8ab8bd9cdc4ff2d010dcd8c96b2a", "fetched_at": "2026-08-28T04:06:19.719158+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TencentARC/Pixal3D"}, {"content_hash": "5e532205d8ff3ce6fcd2a6f29b08da7c7eb4e8d44ed7045b09e4eea10adda201", "fetched_at": "2026-08-29T10:30:30.407081+00:00", "kind": "homepage", "missing": false, "url": "https://ldyang694.github.io/projects/pixal3d/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:50:27.212134+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "93de2be0adaa91faa6b33e9aedf926a177cd8ab8bd9cdc4ff2d010dcd8c96b2a", "fetched_at": "2026-08-28T04:06:19.719158+00:00", "kind": "readme", "missing": false, "url": "https://github.com/TencentARC/Pixal3D"}, {"content_hash": "5e532205d8ff3ce6fcd2a6f29b08da7c7eb4e8d44ed7045b09e4eea10adda201", "fetched_at": "2026-08-29T10:30:30.407081+00:00", "kind": "homepage", "missing": false, "url": "https://ldyang694.github.io/projects/pixal3d/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 89, "longevity": 8, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "young"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 115, "days_push": 71, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 54, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}