{"adoption": {"forks": 119, "observed_at": "2026-08-28T04:04:13.467793+00:00", "stars": 1278}, "canonical_url": "https://ross.abutalabs.com/products/transparent-background", "card": {"archived": false, "artifact_type": "cli-tool", "description": "This is a background removing tool powered by InSPyReNet (ACCV 2022)", "domain": ["computer-vision", "image-processing", "deep-learning", "media"], "enriched": true, "function": ["image-processing", "computer-vision", "deep-learning", "cli"], "health_score": 88, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["plemeri/transparent-background"], "name": "plemeri/transparent-background", "platform": ["python", "cli", "cross-platform"], "pushed_at": "2026-07-08T08:27:57+00:00", "repo": "plemeri/transparent-background", "stars": 1278, "tags": ["background-removal", "image-matting", "salient-object-detection", "pytorch", "video-processing", "photo-editing", "gpu"], "topics": ["background-removal", "image-matting", "python", "salient-object-detection", "photo-editing", "pytorch", "remove-background", "remove-background-image", "remove-background-video", "video-editing", "deep-learning", "dichotomous-image-segmentation", "image-processing"], "urls": [], "use_cases": ["remove background from a photo", "make image background transparent", "remove background from video", "extract subject from image with transparent png", "batch remove backgrounds from images", "remove background from webcam feed"], "what_it_is": "A Python tool and CLI that removes backgrounds from images and videos using the InSPyReNet deep learning model (ACCV 2022). It supports images, videos, and webcam input, producing transparent-background outputs.", "when_to_avoid": ["you need real-time performance on CPU-only hardware", "you need fine-grained manual editing of mattes rather than automated removal", "you work outside the Python/PyTorch ecosystem"], "when_to_choose": ["you need high-quality AI-based background removal for images or videos", "you want a simple CLI or Python API without building your own matting pipeline", "you need transparent PNGs for photo editing or e-commerce product images"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/transparent-background", "repo": "plemeri/transparent-background", "role": "main", "score": 63}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T05:02:46.930032+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d18c0ddcf4ae5f6a27b13d094a07e515c138b8db7ed97494d1e23ad969902cde", "fetched_at": "2026-08-28T04:04:13.467793+00:00", "kind": "readme", "missing": false, "url": "https://github.com/plemeri/transparent-background"}, {"content_hash": "3b4233d984409d440787af393e5172c31464e697c0f37af6bf0b8de6b23923bf", "fetched_at": "2026-08-29T12:13:33.982477+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/transparent-background/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T05:02:46.930032+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d18c0ddcf4ae5f6a27b13d094a07e515c138b8db7ed97494d1e23ad969902cde", "fetched_at": "2026-08-28T04:04:13.467793+00:00", "kind": "readme", "missing": false, "url": "https://github.com/plemeri/transparent-background"}, {"content_hash": "3b4233d984409d440787af393e5172c31464e697c0f37af6bf0b8de6b23923bf", "fetched_at": "2026-08-29T12:13:33.982477+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/transparent-background/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T05:02:46.930032+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d18c0ddcf4ae5f6a27b13d094a07e515c138b8db7ed97494d1e23ad969902cde", "fetched_at": "2026-08-28T04:04:13.467793+00:00", "kind": "readme", "missing": false, "url": "https://github.com/plemeri/transparent-background"}, {"content_hash": "3b4233d984409d440787af393e5172c31464e697c0f37af6bf0b8de6b23923bf", "fetched_at": "2026-08-29T12:13:33.982477+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/transparent-background/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T05:02:46.930032+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d18c0ddcf4ae5f6a27b13d094a07e515c138b8db7ed97494d1e23ad969902cde", "fetched_at": "2026-08-28T04:04:13.467793+00:00", "kind": "readme", "missing": false, "url": "https://github.com/plemeri/transparent-background"}, {"content_hash": "3b4233d984409d440787af393e5172c31464e697c0f37af6bf0b8de6b23923bf", "fetched_at": "2026-08-29T12:13:33.982477+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/transparent-background/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T05:02:46.930032+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d18c0ddcf4ae5f6a27b13d094a07e515c138b8db7ed97494d1e23ad969902cde", "fetched_at": "2026-08-28T04:04:13.467793+00:00", "kind": "readme", "missing": false, "url": "https://github.com/plemeri/transparent-background"}, {"content_hash": "3b4233d984409d440787af393e5172c31464e697c0f37af6bf0b8de6b23923bf", "fetched_at": "2026-08-29T12:13:33.982477+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/transparent-background/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T05:02:46.930032+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d18c0ddcf4ae5f6a27b13d094a07e515c138b8db7ed97494d1e23ad969902cde", "fetched_at": "2026-08-28T04:04:13.467793+00:00", "kind": "readme", "missing": false, "url": "https://github.com/plemeri/transparent-background"}, {"content_hash": "3b4233d984409d440787af393e5172c31464e697c0f37af6bf0b8de6b23923bf", "fetched_at": "2026-08-29T12:13:33.982477+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/transparent-background/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:13.467793+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T05:02:46.930032+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d18c0ddcf4ae5f6a27b13d094a07e515c138b8db7ed97494d1e23ad969902cde", "fetched_at": "2026-08-28T04:04:13.467793+00:00", "kind": "readme", "missing": false, "url": "https://github.com/plemeri/transparent-background"}, {"content_hash": "3b4233d984409d440787af393e5172c31464e697c0f37af6bf0b8de6b23923bf", "fetched_at": "2026-08-29T12:13:33.982477+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/transparent-background/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T05:02:46.930032+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d18c0ddcf4ae5f6a27b13d094a07e515c138b8db7ed97494d1e23ad969902cde", "fetched_at": "2026-08-28T04:04:13.467793+00:00", "kind": "readme", "missing": false, "url": "https://github.com/plemeri/transparent-background"}, {"content_hash": "3b4233d984409d440787af393e5172c31464e697c0f37af6bf0b8de6b23923bf", "fetched_at": "2026-08-29T12:13:33.982477+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/transparent-background/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T05:02:46.930032+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d18c0ddcf4ae5f6a27b13d094a07e515c138b8db7ed97494d1e23ad969902cde", "fetched_at": "2026-08-28T04:04:13.467793+00:00", "kind": "readme", "missing": false, "url": "https://github.com/plemeri/transparent-background"}, {"content_hash": "3b4233d984409d440787af393e5172c31464e697c0f37af6bf0b8de6b23923bf", "fetched_at": "2026-08-29T12:13:33.982477+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/transparent-background/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T05:02:46.930032+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d18c0ddcf4ae5f6a27b13d094a07e515c138b8db7ed97494d1e23ad969902cde", "fetched_at": "2026-08-28T04:04:13.467793+00:00", "kind": "readme", "missing": false, "url": "https://github.com/plemeri/transparent-background"}, {"content_hash": "3b4233d984409d440787af393e5172c31464e697c0f37af6bf0b8de6b23923bf", "fetched_at": "2026-08-29T12:13:33.982477+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/transparent-background/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 91, "longevity": 98, "rhythm": 8}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1380, "days_push": 56, "days_rel": 476, "gap_med": 221, "n_releases_24m": 2}, "score": 63, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}