{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_cutout-pro","slug":"cutout-pro","name":"Cutout Pro","type":"product","url":"https://www.cutout.pro","page_url":"https://unfragile.ai/cutout-pro","categories":["image-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_cutout-pro__cap_0","uri":"capability://photo.editing.ai.powered.background.removal","name":"ai-powered background removal","description":"Automatically detects and removes backgrounds from images with high precision edge detection. Handles complex subjects including hair, fur, and transparent objects with minimal manual refinement needed.","intents":["I need to remove the background from product photos for my e-commerce store","I want to isolate a person from their background for a portrait","I need to quickly process multiple product images without manual editing"],"best_for":["e-commerce businesses","content creators","product photographers","solopreneurs"],"limitations":["Free tier outputs are watermarked and low resolution","May struggle with very complex or ambiguous backgrounds","Requires clear subject-background separation for best results"],"requires":["Image file (JPG, PNG, etc.)","Internet connection"],"input_types":["image"],"output_types":["image"],"categories":["photo-editing","design"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_cutout-pro__cap_1","uri":"capability://photo.editing.batch.background.removal.processing","name":"batch background removal processing","description":"Processes multiple images simultaneously to remove backgrounds in bulk, enabling efficient workflows for large product catalogs or content libraries. Supports batch uploads and automated processing without individual image handling.","intents":["I need to process 100+ product photos at once for my online store","I want to automate background removal for my entire image library","I need to save time on repetitive image editing tasks"],"best_for":["e-commerce teams","content agencies","product photographers","developers"],"limitations":["Batch processing speed depends on subscription tier","Free tier has strict batch size limits","All images processed with same settings"],"requires":["Multiple image files","Paid subscription for large batches","Internet connection"],"input_types":["image"],"output_types":["image"],"categories":["photo-editing","automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_cutout-pro__cap_10","uri":"capability://photo.editing.batch.image.format.conversion","name":"batch image format conversion","description":"Converts multiple images between different file formats (JPG, PNG, WebP, etc.) in bulk operations. Maintains quality while optimizing file sizes for different use cases.","intents":["I need to convert all my images from PNG to JPG for web optimization","I want to batch convert images to WebP format for faster loading","I need to change file formats for multiple images at once"],"best_for":["web developers","content creators","e-commerce businesses","designers"],"limitations":["Free tier limits batch conversion size","Some format conversions may reduce quality","No advanced compression options in basic tier"],"requires":["Multiple image files","Target format specification"],"input_types":["image"],"output_types":["image"],"categories":["photo-editing","automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_cutout-pro__cap_2","uri":"capability://photo.editing.image.upscaling.and.enhancement","name":"image upscaling and enhancement","description":"Enlarges images while maintaining or improving quality using AI-powered upscaling algorithms. Enhances resolution and clarity for low-quality or small source images.","intents":["I need to enlarge a low-resolution image without losing quality","I want to improve the clarity of old or compressed photos","I need higher resolution versions of my images for print or large displays"],"best_for":["photographers","content creators","e-commerce businesses","designers"],"limitations":["Cannot recover detail that wasn't in original image","Free tier limits upscaling resolution","Processing time increases with larger upscaling factors"],"requires":["Image file","Internet connection"],"input_types":["image"],"output_types":["image"],"categories":["photo-editing","enhancement"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_cutout-pro__cap_3","uri":"capability://photo.editing.object.removal.and.inpainting","name":"object removal and inpainting","description":"Removes unwanted objects, people, or elements from images and intelligently fills the gaps with contextually appropriate content. Uses AI inpainting to blend removed areas naturally.","intents":["I want to remove photobombers or unwanted objects from my photos","I need to clean up cluttered backgrounds in product images","I want to remove watermarks or logos from images"],"best_for":["photographers","content creators","e-commerce businesses","social media managers"],"limitations":["Complex scenes may require manual refinement","Large object removal may leave visible artifacts","Free tier has limited inpainting capabilities"],"requires":["Image file","Ability to select/mark objects to remove"],"input_types":["image"],"output_types":["image"],"categories":["photo-editing","design"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_cutout-pro__cap_4","uri":"capability://design.ai.image.generation.from.text.prompts","name":"ai image generation from text prompts","description":"Generates new images from natural language descriptions using generative AI models. Creates original artwork, illustrations, and designs based on text input.","intents":["I want to create custom artwork without hiring a designer","I need to generate placeholder images for my website or marketing","I want to explore creative variations of a concept quickly"],"best_for":["content creators","designers","marketers","solopreneurs"],"limitations":["Generated images are often generic compared to specialized tools","Quality varies significantly based on prompt specificity","May produce inconsistent results with complex requests"],"requires":["Text prompt describing desired image","Internet connection"],"input_types":["text"],"output_types":["image"],"categories":["design","art-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_cutout-pro__cap_5","uri":"capability://photo.editing.photo.enhancement.and.color.correction","name":"photo enhancement and color correction","description":"Automatically enhances image quality through color correction, brightness/contrast adjustment, and overall visual improvement. Applies intelligent filters and adjustments to optimize photo appearance.","intents":["I want to improve the colors and lighting of my photos automatically","I need to fix overexposed or underexposed images","I want to enhance photos without learning complex editing software"],"best_for":["photographers","content creators","social media managers","casual users"],"limitations":["Automatic adjustments may not suit all image types","Limited manual control in free tier","May over-process some images"],"requires":["Image file"],"input_types":["image"],"output_types":["image"],"categories":["photo-editing","enhancement"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_cutout-pro__cap_6","uri":"capability://video.video.background.removal","name":"video background removal","description":"Removes backgrounds from video footage frame-by-frame, enabling transparent or custom backgrounds in video content. Maintains consistency across video frames.","intents":["I want to remove the background from my video recordings for streaming or content","I need to create a green screen effect without physical green screen","I want to replace my video background with a custom image or color"],"best_for":["content creators","streamers","video producers","remote workers"],"limitations":["Processing time is longer than image background removal","Free tier heavily restricts video resolution and length","May struggle with moving or complex backgrounds"],"requires":["Video file (MP4, MOV, etc.)","Sufficient processing time"],"input_types":["video"],"output_types":["video"],"categories":["video","photo-editing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_cutout-pro__cap_7","uri":"capability://automation.api.access.for.automated.workflows","name":"api access for automated workflows","description":"Provides programmatic access to Cutout Pro's capabilities through REST API, enabling developers to integrate background removal, upscaling, and other features into custom applications and workflows.","intents":["I want to automate image processing in my web application","I need to integrate background removal into my SaaS product","I want to build custom workflows that process images automatically"],"best_for":["developers","software teams","SaaS companies","automation specialists"],"limitations":["Requires paid subscription for API access","Rate limits apply based on plan tier","API documentation may be limited"],"requires":["API key","Developer knowledge","Paid subscription"],"input_types":["image","video"],"output_types":["image","video","JSON"],"categories":["automation","development"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_cutout-pro__cap_8","uri":"capability://photo.editing.portrait.retouching.and.beautification","name":"portrait retouching and beautification","description":"Automatically enhances portrait photos through skin smoothing, blemish removal, and facial feature enhancement. Applies beauty filters and retouching effects to improve portrait appearance.","intents":["I want to retouch my portrait photos to look more polished","I need to remove blemishes and skin imperfections from photos","I want to apply subtle beauty enhancements to my headshots"],"best_for":["photographers","social media influencers","professionals","content creators"],"limitations":["Over-processing can look unnatural","Works best with clear face detection","Limited control over intensity in free tier"],"requires":["Portrait image with visible face"],"input_types":["image"],"output_types":["image"],"categories":["photo-editing","design"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_cutout-pro__cap_9","uri":"capability://photo.editing.background.replacement.with.custom.images","name":"background replacement with custom images","description":"Removes the original background and replaces it with a custom image, solid color, or blur effect. Enables seamless background swapping for product photos and portraits.","intents":["I want to replace my product photo background with a branded image","I need to put a custom background behind my portrait","I want to blur the background of my photos for focus"],"best_for":["e-commerce businesses","photographers","content creators","product marketers"],"limitations":["Edge blending may show artifacts with complex subjects","Requires good subject-background separation","Custom background must be provided by user"],"requires":["Image file","Optional: replacement background image"],"input_types":["image"],"output_types":["image"],"categories":["photo-editing","design"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":45,"verified":false,"data_access_risk":"low","permissions":["Image file (JPG, PNG, etc.)","Internet connection","Multiple image files","Paid subscription for large batches","Target format specification","Image file","Ability to select/mark objects to remove","Text prompt describing desired image","Video file (MP4, MOV, etc.)","Sufficient processing time"],"failure_modes":["Free tier outputs are watermarked and low resolution","May struggle with very complex or ambiguous backgrounds","Requires clear subject-background separation for best results","Batch processing speed depends on subscription tier","Free tier has strict batch size limits","All images processed with same settings","Free tier limits batch conversion size","Some format conversions may reduce quality","No advanced compression options in basic tier","Cannot recover detail that wasn't in original image","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.39999999999999997,"quality":0.82,"ecosystem":0.25,"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":"2026-05-24T12:16:30.282Z","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=cutout-pro","compare_url":"https://unfragile.ai/compare?artifact=cutout-pro"}},"signature":"Bbhjs1Ri4PBVSAppevb7S3Q6YWjiXGpFmh4lsgyJaa5wppbvJkeW35EBiBPc/h8tGvPnumhNtxLyk9pFwD76Dw==","signedAt":"2026-06-20T12:21:50.592Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/cutout-pro","artifact":"https://unfragile.ai/cutout-pro","verify":"https://unfragile.ai/api/v1/verify?slug=cutout-pro","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"}}