{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-gaugan2","slug":"gaugan2","name":"GauGAN2","type":"webapp","url":"http://gaugan.org/gaugan2/","page_url":"https://unfragile.ai/gaugan2","categories":["image-generation","deployment-infra"],"tags":[],"pricing":{"model":"unknown","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-gaugan2__cap_0","uri":"capability://image.visual.text.to.image.generation.with.segmentation.mapping","name":"text-to-image generation with segmentation mapping","description":"GauGAN2 employs a neural network architecture that combines text prompts with segmentation maps to generate photorealistic images. By interpreting user inputs as both textual descriptions and rough sketches, it effectively maps semantic content to visual elements, allowing for detailed and contextually relevant image creation. This integration of segmentation mapping enhances the fidelity of the generated images compared to traditional text-to-image models.","intents":["How can I create a realistic image from a simple sketch and a text description?","I want to generate artwork based on specific themes or concepts using both text and drawings.","Can I produce high-quality visuals for my project by combining my sketches with descriptive text?"],"best_for":["digital artists looking to enhance their creative workflow","designers needing quick visual prototypes","content creators wanting unique artwork"],"limitations":["Requires a stable internet connection for cloud processing","May struggle with highly abstract or complex prompts"],"requires":["Web browser with modern capabilities","No specific software installation required"],"input_types":["text","image (sketch)"],"output_types":["image (photorealistic artwork)"],"categories":["image-visual","creative-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-gaugan2__cap_1","uri":"capability://image.visual.inpainting.for.image.refinement","name":"inpainting for image refinement","description":"GauGAN2 features an inpainting capability that allows users to modify specific areas of an image by providing new input for those regions. This is achieved through a generative model that intelligently fills in the gaps based on surrounding context and user-defined inputs, making it possible to refine images iteratively. The inpainting process leverages advanced deep learning techniques to ensure seamless integration of new content into existing images.","intents":["How can I edit parts of an image without starting from scratch?","I want to enhance specific areas of my artwork while keeping the rest intact.","Can I replace elements in an image with new designs or features?"],"best_for":["graphic designers looking to iterate on existing designs","artists wanting to make targeted adjustments to their work"],"limitations":["Inpainting may not work well on very complex backgrounds","Performance may vary based on image resolution"],"requires":["Web browser with modern capabilities","No specific software installation required"],"input_types":["image (existing artwork)","text (for new elements)"],"output_types":["image (refined artwork)"],"categories":["image-visual","editing-tools"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":25,"verified":false,"data_access_risk":"high","permissions":["Web browser with modern capabilities","No specific software installation required"],"failure_modes":["Requires a stable internet connection for cloud processing","May struggle with highly abstract or complex prompts","Inpainting may not work well on very complex backgrounds","Performance may vary based on image resolution","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.29,"ecosystem":0.35000000000000003,"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":"2026-06-17T09:51:03.040Z","last_scraped_at":"2026-05-03T14:00:23.056Z","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=gaugan2","compare_url":"https://unfragile.ai/compare?artifact=gaugan2"}},"signature":"LQL4ByuUdWoxPHT4+fs2RWsdXF1kaq4ZrF9RDr8ZFDbCXbeQzbdJB3tQPJgTZ6L7iWIPPui/L4s/Ws9tSBKNAQ==","signedAt":"2026-06-21T23:46:55.933Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/gaugan2","artifact":"https://unfragile.ai/gaugan2","verify":"https://unfragile.ai/api/v1/verify?slug=gaugan2","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"}}