{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_colorize","slug":"colorize","name":"Colorize","type":"product","url":"https://colorize.cc","page_url":"https://unfragile.ai/colorize","categories":["image-generation"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_colorize__cap_0","uri":"capability://photo.editing.ai.powered.grayscale.to.color.image.conversion","name":"ai-powered grayscale-to-color image conversion","description":"Automatically transforms black-and-white or grayscale photographs into full-color images using machine learning models trained on historical photo datasets. The system analyzes image content, composition, and era-specific visual cues to apply historically accurate color palettes.","intents":["I want to bring old family photos to life with realistic colors","I need to colorize archival photographs for a museum collection","I want to restore vintage photos without manual color selection","I need to create colorized versions of historical images for research or publication"],"best_for":["family historians and genealogy enthusiasts","museum and archive professionals","social media content creators working with vintage imagery","researchers documenting historical periods"],"limitations":["May produce inaccurate colors for unusual subjects or extreme color variations","Can struggle with fashion and objects from specific historical eras","Requires manual correction for edge cases and specialized subjects","Color accuracy depends on image quality and clarity of original grayscale photo"],"requires":["grayscale or black-and-white photograph","internet connection for cloud processing","image file in common formats (JPG, PNG, etc.)"],"input_types":["image/jpeg","image/png","image/webp"],"output_types":["image/jpeg","image/png"],"categories":["photo-editing","image-restoration","ai-enhancement"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_colorize__cap_1","uri":"capability://photo.editing.cloud.based.batch.image.processing","name":"cloud-based batch image processing","description":"Enables users to upload and process multiple photographs simultaneously through a cloud infrastructure without requiring local software installation. Supports seamless workflow across different devices and operating systems.","intents":["I want to colorize multiple family photos at once without installing software","I need to process a large collection of archival images from different locations","I want to access my photo editing work from any device or computer","I need a solution that works on Mac, Windows, and Linux without compatibility issues"],"best_for":["users without technical expertise or software installation skills","professionals managing large photo collections","users working across multiple devices","organizations needing accessible, device-agnostic solutions"],"limitations":["Processing speed depends on cloud server capacity and queue","Requires stable internet connection for upload and download","File size limitations may apply for very large images","Privacy considerations for uploading sensitive family photos to cloud"],"requires":["web browser with internet connectivity","user account or authentication","sufficient cloud storage quota"],"input_types":["image/jpeg","image/png","image/webp"],"output_types":["image/jpeg","image/png"],"categories":["photo-editing","cloud-computing","batch-processing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_colorize__cap_2","uri":"capability://photo.editing.one.click.automatic.colorization","name":"one-click automatic colorization","description":"Provides a simplified, single-action interface that requires no manual parameter adjustment or technical knowledge. Users upload an image and receive a colorized result with minimal interaction, making the tool accessible to non-designers.","intents":["I want to colorize a photo without learning complex editing software","I need a quick, simple solution that doesn't require technical skills","I want instant results without adjusting filters, sliders, or color wheels","I need a tool my family members can use without training"],"best_for":["non-technical users and casual photographers","family historians without design experience","users seeking quick results without learning curves","accessibility-focused users"],"limitations":["No granular control over color selection or adjustment","Cannot fine-tune results for specific color preferences","Limited ability to correct AI mistakes without external tools","One-size-fits-all approach may not suit specialized use cases"],"requires":["grayscale image file","web browser","internet connection"],"input_types":["image/jpeg","image/png"],"output_types":["image/jpeg","image/png"],"categories":["photo-editing","user-interface","accessibility"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_colorize__cap_3","uri":"capability://photo.editing.historical.color.palette.inference","name":"historical color palette inference","description":"Analyzes photograph content, composition, and era-specific visual characteristics to intelligently infer and apply historically accurate color palettes. The system uses training data from known historical photographs to match colors appropriately to time periods and subjects.","intents":["I want colorized photos that look historically authentic, not artificial","I need accurate color representation for archival and research purposes","I want to ensure fashion, vehicles, and objects have period-appropriate colors","I need to colorize photos for historical documentation with credible results"],"best_for":["museum curators and archivists","historical researchers and academics","genealogy professionals requiring accuracy","documentary creators and publishers"],"limitations":["May fail on unusual or non-standard subjects","Less accurate for niche fashion trends or regional color variations","Cannot guarantee 100% historical accuracy without reference materials","Struggles with objects that had highly variable colors across time periods"],"requires":["clear, legible grayscale photograph","identifiable subjects and context","image from a documented historical period"],"input_types":["image/jpeg","image/png"],"output_types":["image/jpeg","image/png"],"categories":["photo-editing","historical-analysis","ai-enhancement"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_colorize__cap_4","uri":"capability://photo.editing.automated.image.quality.assessment.and.enhancement","name":"automated image quality assessment and enhancement","description":"Evaluates input image quality and applies preprocessing enhancements to optimize colorization results. May include noise reduction, contrast adjustment, or clarity improvement before applying the colorization algorithm.","intents":["I want to colorize a damaged or low-quality old photograph","I need to improve a faded or unclear image before colorizing it","I want the best possible colorization result from a poor-quality source","I need to restore clarity to a photograph before applying color"],"best_for":["users with damaged or degraded photographs","archivists working with fragile original materials","genealogy researchers with only poor-quality copies","anyone working with very old or faded images"],"limitations":["Cannot recover information lost in severely damaged images","May introduce artifacts when enhancing extremely low-quality photos","Preprocessing may alter original image characteristics","Effectiveness varies based on type and extent of damage"],"requires":["image file with identifiable content","sufficient resolution to analyze and enhance"],"input_types":["image/jpeg","image/png"],"output_types":["image/jpeg","image/png"],"categories":["photo-editing","image-restoration","quality-enhancement"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"low","permissions":["grayscale or black-and-white photograph","internet connection for cloud processing","image file in common formats (JPG, PNG, etc.)","web browser with internet connectivity","user account or authentication","sufficient cloud storage quota","grayscale image file","web browser","internet connection","clear, legible grayscale photograph"],"failure_modes":["May produce inaccurate colors for unusual subjects or extreme color variations","Can struggle with fashion and objects from specific historical eras","Requires manual correction for edge cases and specialized subjects","Color accuracy depends on image quality and clarity of original grayscale photo","Processing speed depends on cloud server capacity and queue","Requires stable internet connection for upload and download","File size limitations may apply for very large images","Privacy considerations for uploading sensitive family photos to cloud","No granular control over color selection or adjustment","Cannot fine-tune results for specific color preferences","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.77,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:29.717Z","last_scraped_at":"2026-04-05T13:23:42.549Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=colorize","compare_url":"https://unfragile.ai/compare?artifact=colorize"}},"signature":"tarhx2PH4dTn/qFFUvvOhXGqIgl9AuDxKBuJ1CUt3Pln2pqGLPfQkXWa6vH3Qgx0ep+NgUDrfSUy5NE70Ek4Dg==","signedAt":"2026-06-21T21:01:58.610Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/colorize","artifact":"https://unfragile.ai/colorize","verify":"https://unfragile.ai/api/v1/verify?slug=colorize","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}