{"adoption": {"forks": 84, "observed_at": "2026-08-28T04:03:45.737149+00:00", "stars": 1146}, "canonical_url": "https://ross.abutalabs.com/products/pix2pix-zero", "card": {"archived": false, "artifact_type": "library", "description": " Zero-shot Image-to-Image Translation  [SIGGRAPH 2023]", "domain": ["image-processing", "artificial-intelligence", "computer-vision"], "enriched": true, "function": ["image-processing", "machine-learning", "deep-learning"], "health_score": 20, "homepage": "https://pix2pixzero.github.io/", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["pix2pixzero/pix2pix-zero"], "name": "pix2pixzero/pix2pix-zero", "platform": ["python", "cross-platform"], "pushed_at": "2024-10-16T20:29:57+00:00", "repo": "pix2pixzero/pix2pix-zero", "stars": 1146, "tags": ["stable-diffusion", "image-to-image", "diffusion-models", "zero-shot", "siggraph", "research-code", "gpu"], "topics": [], "urls": [], "use_cases": ["translate a photo of a cat into a dog without retraining a model", "edit real images with stable diffusion without writing text prompts", "apply style edits like low-poly or watercolor to photos", "convert horse images to zebras preserving structure", "run zero-shot image editing locally with diffusers", "reproduce SIGGRAPH 2023 image-to-image translation research"], "what_it_is": "pix2pix-zero is a Python library implementing zero-shot image-to-image translation using pre-trained Stable Diffusion models. It enables editing real and synthetic images (e.g., cat to dog) without fine-tuning or manual text prompting, preserving input structure via cross-attention guidance.", "when_to_avoid": ["you need actively maintained production software with frequent updates", "you lack a GPU or cannot run large diffusion models locally", "you need text-prompt-driven editing rather than fixed edit directions"], "when_to_choose": ["you need training-free, prompt-free image editing with structure preservation", "you want to build on pre-trained Stable Diffusion via the diffusers library", "you are reproducing or extending the pix2pix-zero research"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/pix2pix-zero", "repo": "pix2pixzero/pix2pix-zero", "role": "main", "score": 31}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:34:11.706084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "725eac5a9c31cdbfb4dd4470f461fc1541e24ebe9511828ee8d2420570ef09de", "fetched_at": "2026-08-28T04:03:45.737149+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pix2pixzero/pix2pix-zero"}, {"content_hash": "62777372ee7bb5a05757ac4d9e111371057b0a00222d54bbb96ed5248ee3f9d4", "fetched_at": "2026-08-29T12:39:30.744169+00:00", "kind": "homepage", "missing": false, "url": "https://pix2pixzero.github.io/"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:34:11.706084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "725eac5a9c31cdbfb4dd4470f461fc1541e24ebe9511828ee8d2420570ef09de", "fetched_at": "2026-08-28T04:03:45.737149+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pix2pixzero/pix2pix-zero"}, {"content_hash": "62777372ee7bb5a05757ac4d9e111371057b0a00222d54bbb96ed5248ee3f9d4", "fetched_at": "2026-08-29T12:39:30.744169+00:00", "kind": "homepage", "missing": false, "url": "https://pix2pixzero.github.io/"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:34:11.706084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "725eac5a9c31cdbfb4dd4470f461fc1541e24ebe9511828ee8d2420570ef09de", "fetched_at": "2026-08-28T04:03:45.737149+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pix2pixzero/pix2pix-zero"}, {"content_hash": "62777372ee7bb5a05757ac4d9e111371057b0a00222d54bbb96ed5248ee3f9d4", "fetched_at": "2026-08-29T12:39:30.744169+00:00", "kind": "homepage", "missing": false, "url": "https://pix2pixzero.github.io/"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:34:11.706084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "725eac5a9c31cdbfb4dd4470f461fc1541e24ebe9511828ee8d2420570ef09de", "fetched_at": "2026-08-28T04:03:45.737149+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pix2pixzero/pix2pix-zero"}, {"content_hash": "62777372ee7bb5a05757ac4d9e111371057b0a00222d54bbb96ed5248ee3f9d4", "fetched_at": "2026-08-29T12:39:30.744169+00:00", "kind": "homepage", "missing": false, "url": "https://pix2pixzero.github.io/"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:34:11.706084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "725eac5a9c31cdbfb4dd4470f461fc1541e24ebe9511828ee8d2420570ef09de", "fetched_at": "2026-08-28T04:03:45.737149+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pix2pixzero/pix2pix-zero"}, {"content_hash": "62777372ee7bb5a05757ac4d9e111371057b0a00222d54bbb96ed5248ee3f9d4", "fetched_at": "2026-08-29T12:39:30.744169+00:00", "kind": "homepage", "missing": false, "url": "https://pix2pixzero.github.io/"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:34:11.706084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "725eac5a9c31cdbfb4dd4470f461fc1541e24ebe9511828ee8d2420570ef09de", "fetched_at": "2026-08-28T04:03:45.737149+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pix2pixzero/pix2pix-zero"}, {"content_hash": "62777372ee7bb5a05757ac4d9e111371057b0a00222d54bbb96ed5248ee3f9d4", "fetched_at": "2026-08-29T12:39:30.744169+00:00", "kind": "homepage", "missing": false, "url": "https://pix2pixzero.github.io/"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:45.737149+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:34:11.706084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "725eac5a9c31cdbfb4dd4470f461fc1541e24ebe9511828ee8d2420570ef09de", "fetched_at": "2026-08-28T04:03:45.737149+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pix2pixzero/pix2pix-zero"}, {"content_hash": "62777372ee7bb5a05757ac4d9e111371057b0a00222d54bbb96ed5248ee3f9d4", "fetched_at": "2026-08-29T12:39:30.744169+00:00", "kind": "homepage", "missing": false, "url": "https://pix2pixzero.github.io/"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:34:11.706084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "725eac5a9c31cdbfb4dd4470f461fc1541e24ebe9511828ee8d2420570ef09de", "fetched_at": "2026-08-28T04:03:45.737149+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pix2pixzero/pix2pix-zero"}, {"content_hash": "62777372ee7bb5a05757ac4d9e111371057b0a00222d54bbb96ed5248ee3f9d4", "fetched_at": "2026-08-29T12:39:30.744169+00:00", "kind": "homepage", "missing": false, "url": "https://pix2pixzero.github.io/"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:34:11.706084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "725eac5a9c31cdbfb4dd4470f461fc1541e24ebe9511828ee8d2420570ef09de", "fetched_at": "2026-08-28T04:03:45.737149+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pix2pixzero/pix2pix-zero"}, {"content_hash": "62777372ee7bb5a05757ac4d9e111371057b0a00222d54bbb96ed5248ee3f9d4", "fetched_at": "2026-08-29T12:39:30.744169+00:00", "kind": "homepage", "missing": false, "url": "https://pix2pixzero.github.io/"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:34:11.706084+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "725eac5a9c31cdbfb4dd4470f461fc1541e24ebe9511828ee8d2420570ef09de", "fetched_at": "2026-08-28T04:03:45.737149+00:00", "kind": "readme", "missing": false, "url": "https://github.com/pix2pixzero/pix2pix-zero"}, {"content_hash": "62777372ee7bb5a05757ac4d9e111371057b0a00222d54bbb96ed5248ee3f9d4", "fetched_at": "2026-08-29T12:39:30.744169+00:00", "kind": "homepage", "missing": false, "url": "https://pix2pixzero.github.io/"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 93, "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": 1304, "days_push": 686, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 31, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}