{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_fermat","slug":"fermat","name":"Fermat","type":"product","url":"https://fermat.app","page_url":"https://unfragile.ai/fermat","categories":["image-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_fermat__cap_0","uri":"capability://design.sketch.to.photorealistic.render","name":"sketch-to-photorealistic-render","description":"Converts 2D fashion sketches into photorealistic 3D visualizations using AI-powered rendering. Transforms hand-drawn or digital design sketches into production-ready renders that can be used in presentations and client communications.","intents":["I need to quickly visualize my design concept without spending hours on 3D modeling","I want to show clients a realistic version of my sketch before committing to prototyping","I need to generate multiple render variations from a single sketch for design review"],"best_for":["Fashion designers","Product managers in fashion","Freelance fashion creators","Design studios with tight timelines"],"limitations":["Output quality heavily depends on input sketch clarity and detail","Poorly drawn or ambiguous sketches produce mediocre results requiring manual correction","Limited control over final aesthetics compared to full 3D design software"],"requires":["Clear, legible fashion sketch (hand-drawn or digital)","Basic understanding of garment construction","Internet connection for cloud processing"],"input_types":["image/jpeg","image/png","hand-drawn sketch photo"],"output_types":["photorealistic 3D render image","high-resolution visualization"],"categories":["design","fashion","visualization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fermat__cap_1","uri":"capability://design.fabric.texture.application","name":"fabric-texture-application","description":"Applies realistic fabric textures and materials to rendered garments based on design specifications. Allows designers to visualize how different fabrics, weaves, and finishes will look on the final garment.","intents":["I want to see how this silk fabric will drape on my design","I need to test different material options to decide which fabric to use","I want to show the client what the garment looks like in their preferred fabric"],"best_for":["Fashion designers evaluating material choices","Product teams comparing fabric options","Designers creating mood boards with specific materials"],"limitations":["Fabric texture customization options are restrictive compared to dedicated 3D software","Limited ability to simulate complex fabric behaviors like draping and wrinkles","Preset fabric library may not include specialized or custom materials"],"requires":["Completed sketch render","Selection from available fabric texture library","Basic knowledge of fabric properties"],"input_types":["rendered garment image","fabric texture selection"],"output_types":["textured garment render","material-applied visualization"],"categories":["design","fashion","material-selection"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fermat__cap_2","uri":"capability://design.lighting.and.environment.adjustment","name":"lighting-and-environment-adjustment","description":"Modifies lighting conditions and background environments for rendered garments to simulate different presentation contexts. Enables designers to visualize how garments appear under various lighting scenarios and settings.","intents":["I need to see how my design looks under different lighting for the photoshoot","I want to create renders for different seasonal collections with appropriate backgrounds","I need to match the lighting in my render to my brand's photography style"],"best_for":["Fashion photographers planning shoots","Designers creating collection lookbooks","Marketing teams preparing product photography"],"limitations":["Limited control over lighting parameters compared to professional 3D software","Preset environment options may not match specific brand aesthetics","Cannot simulate complex lighting setups or multiple light sources"],"requires":["Rendered garment","Selection from available lighting presets or environment templates"],"input_types":["garment render","lighting preset selection","environment template"],"output_types":["re-lit garment render","environment-contextualized visualization"],"categories":["design","photography","visualization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fermat__cap_3","uri":"capability://design.batch.render.generation","name":"batch-render-generation","description":"Processes multiple fashion sketches simultaneously to generate multiple renders in a single operation. Accelerates workflow for designers working with design collections or multiple colorway variations.","intents":["I need to render 20 designs from my collection quickly for a presentation","I want to see all colorway variations of my design at once","I need to generate renders for an entire lookbook in one batch"],"best_for":["Fashion designers with large collections","Design teams with tight deadlines","Brands preparing seasonal collections"],"limitations":["Processing time increases with batch size","Quality consistency may vary across batch if sketches have varying clarity","Batch processing may be limited to premium subscription tiers"],"requires":["Multiple fashion sketches in supported format","Sufficient subscription tier or credits","Consistent sketch quality across batch for best results"],"input_types":["multiple image files","sketch collection"],"output_types":["multiple render images","batch render package"],"categories":["design","productivity","batch-processing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fermat__cap_4","uri":"capability://design.colorway.variation.generation","name":"colorway-variation-generation","description":"Creates multiple color variations of a single garment design automatically. Allows designers to explore different color options without re-rendering from scratch.","intents":["I want to see my design in 5 different color options to decide which to produce","I need to show the client multiple colorway choices for approval","I want to create a color palette exploration for my seasonal collection"],"best_for":["Fashion designers exploring color options","Product teams evaluating color palettes","Brands creating seasonal color stories"],"limitations":["Color accuracy depends on render quality and lighting conditions","Limited ability to simulate color-specific material interactions (e.g., how dye affects fabric sheen)","May not accurately represent how colors appear in physical production"],"requires":["Completed garment render","Color palette or specific color selections","Understanding of brand color guidelines"],"input_types":["rendered garment","color specifications","hex codes or color swatches"],"output_types":["multiple colorway renders","color variation gallery"],"categories":["design","color-theory","product-visualization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fermat__cap_5","uri":"capability://design.design.iteration.and.refinement","name":"design-iteration-and-refinement","description":"Enables rapid iteration on design concepts by allowing designers to modify sketches and regenerate renders to see changes in real-time. Supports the design refinement process without lengthy re-rendering cycles.","intents":["I want to tweak my sketch and see the updated render immediately","I need to test small design modifications before committing to prototyping","I want to refine proportions and details based on the render feedback"],"best_for":["Fashion designers in early design phases","Teams iterating on design concepts","Designers seeking rapid feedback loops"],"limitations":["Rendering speed may slow with complex modifications","Significant design changes may require complete re-sketch","Iteration limits may apply based on subscription tier"],"requires":["Original sketch file in editable format","Design modification capability","Access to re-render functionality"],"input_types":["modified sketch","design adjustment parameters"],"output_types":["updated render","refined visualization"],"categories":["design","iteration","product-development"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fermat__cap_6","uri":"capability://design.presentation.ready.export","name":"presentation-ready-export","description":"Exports rendered garments in formats optimized for client presentations, pitch decks, and marketing materials. Ensures renders are production-ready and suitable for professional use without additional editing.","intents":["I need high-resolution renders for my pitch deck to investors","I want to export renders for client presentations in the right format","I need renders for my brand's website and marketing materials"],"best_for":["Fashion designers presenting to clients","Brands preparing marketing materials","Teams creating pitch decks and proposals"],"limitations":["Export resolution may be limited by subscription tier","Watermarks may appear on free tier exports","Limited customization of export parameters"],"requires":["Completed render","Appropriate subscription tier for desired resolution","Target presentation format requirements"],"input_types":["final render"],"output_types":["high-resolution image file","presentation-optimized export","web-ready format"],"categories":["design","export","presentation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fermat__cap_7","uri":"capability://design.garment.fit.and.proportion.visualization","name":"garment-fit-and-proportion-visualization","description":"Displays rendered garments on virtual models to visualize fit, proportions, and how the design drapes on a body. Helps designers understand how their sketches translate to actual garment fit.","intents":["I want to see how this dress fits on a model before making a prototype","I need to check if the proportions look right on an actual body","I want to visualize how the fabric drapes and moves on the garment"],"best_for":["Fashion designers focused on fit and silhouette","Product teams evaluating garment proportions","Designers creating fitted or tailored pieces"],"limitations":["Drape simulation is limited compared to dedicated 3D software like CLO 3D","Virtual model options may be limited or standardized","Cannot accurately simulate complex fabric behaviors or movement"],"requires":["Rendered garment","Virtual model selection","Understanding of garment fit principles"],"input_types":["garment render","model size/type selection"],"output_types":["garment-on-model visualization","fit-preview render"],"categories":["design","fit-analysis","product-visualization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fermat__cap_8","uri":"capability://collaboration.design.collaboration.and.sharing","name":"design-collaboration-and-sharing","description":"Enables designers to share renders and design iterations with team members and clients for feedback and approval. Facilitates collaborative design review processes without requiring recipients to have Fermat access.","intents":["I want to share my render with my team for feedback","I need to get client approval on the design before moving forward","I want to collaborate with my design partner on design iterations"],"best_for":["Design teams with multiple stakeholders","Designers working with remote clients","Collaborative design workflows"],"limitations":["Sharing functionality may be limited to premium tiers","Recipients cannot edit shared renders without Fermat access","No built-in commenting or annotation tools mentioned"],"requires":["Completed render","Recipient email addresses or sharing links","Appropriate subscription tier"],"input_types":["render file","recipient contact information"],"output_types":["shareable link","exported render for sharing"],"categories":["collaboration","design","communication"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":43,"verified":false,"data_access_risk":"high","permissions":["Clear, legible fashion sketch (hand-drawn or digital)","Basic understanding of garment construction","Internet connection for cloud processing","Completed sketch render","Selection from available fabric texture library","Basic knowledge of fabric properties","Rendered garment","Selection from available lighting presets or environment templates","Multiple fashion sketches in supported format","Sufficient subscription tier or credits"],"failure_modes":["Output quality heavily depends on input sketch clarity and detail","Poorly drawn or ambiguous sketches produce mediocre results requiring manual correction","Limited control over final aesthetics compared to full 3D design software","Fabric texture customization options are restrictive compared to dedicated 3D software","Limited ability to simulate complex fabric behaviors like draping and wrinkles","Preset fabric library may not include specialized or custom materials","Limited control over lighting parameters compared to professional 3D software","Preset environment options may not match specific brand aesthetics","Cannot simulate complex lighting setups or multiple light sources","Processing time increases with batch size","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":"2026-05-24T12:16:30.892Z","last_scraped_at":"2026-04-05T13:23:42.548Z","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=fermat","compare_url":"https://unfragile.ai/compare?artifact=fermat"}},"signature":"bPMI8VKvkss4MeRoEaCzi6awT7Nqjt846fxCCsDaCY2279a7CavY3e4/68GxMUUJNTg5FII5CHLpXgFaCncpCg==","signedAt":"2026-06-21T10:27:16.174Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/fermat","artifact":"https://unfragile.ai/fermat","verify":"https://unfragile.ai/api/v1/verify?slug=fermat","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"}}