{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_remove-bg-ai","slug":"remove-bg-ai","name":"Remove-BG.AI","type":"product","url":"https://remove-bg.ai","page_url":"https://unfragile.ai/remove-bg-ai","categories":["image-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_remove-bg-ai__cap_0","uri":"capability://photo.editing.single.image.background.removal","name":"single-image background removal","description":"Automatically detects and removes the background from a single image using neural networks, preserving the subject with high precision. Outputs a transparent PNG with the subject intact and background stripped.","intents":["I need to remove the background from a product photo quickly","I want to isolate a person or object from its background","I need a transparent cutout for graphic design work"],"best_for":["e-commerce sellers","social media creators","graphic designers","product photographers"],"limitations":["Performance degrades with unusual lighting conditions and backlighting","No manual touch-up tools available in the interface","May struggle with semi-transparent or translucent subjects"],"requires":["image file upload","internet connection"],"input_types":["image (JPG, PNG, WebP)"],"output_types":["PNG with transparency"],"categories":["photo-editing","design"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_remove-bg-ai__cap_1","uri":"capability://photo.editing.batch.background.removal","name":"batch background removal","description":"Processes multiple images in sequence to remove backgrounds from entire collections at once. Available on paid plans to save time for bulk operations.","intents":["I need to process 50+ product photos for my e-commerce store","I want to remove backgrounds from an entire photo shoot without doing each image individually","I need to quickly prepare a batch of images for a catalog"],"best_for":["e-commerce teams","product photographers","bulk content creators"],"limitations":["Only available on paid subscription plans","Processing time scales with batch size","No selective processing—all images in batch use same settings"],"requires":["paid subscription","multiple image files","internet connection"],"input_types":["multiple images (JPG, PNG, WebP)"],"output_types":["multiple PNGs with transparency"],"categories":["photo-editing","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_remove-bg-ai__cap_2","uri":"capability://photo.editing.hd.export.download","name":"hd export download","description":"Exports processed images in high-definition quality with transparent backgrounds. Available immediately on the free tier without artificial resolution limitations.","intents":["I need high-quality cutouts for print materials","I want to download my edited image without paying for premium","I need HD resolution for large-format design work"],"best_for":["budget-conscious creators","designers","anyone testing the tool"],"limitations":["Free tier may have daily/monthly download limits","Output resolution depends on input image quality"],"requires":["processed image","free or paid account"],"input_types":["processed image data"],"output_types":["HD PNG file"],"categories":["photo-editing","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_remove-bg-ai__cap_3","uri":"capability://photo.editing.complex.edge.detection","name":"complex edge detection","description":"Uses advanced neural networks to accurately detect and preserve intricate edges on difficult subjects like hair, fur, feathers, and fine details that typically challenge simpler background removal tools.","intents":["I need to remove the background from a photo with lots of hair detail","I want clean edges on a pet photo with complex fur","I need precise cutouts of objects with fine, delicate edges"],"best_for":["portrait photographers","pet photographers","product photographers with textured items"],"limitations":["Performance still degrades under poor lighting conditions","May require manual touch-ups for extremely complex edges","Not suitable for subjects with extreme backlighting"],"requires":["image with clear subject","reasonable lighting conditions"],"input_types":["image (JPG, PNG, WebP)"],"output_types":["PNG with precise transparent edges"],"categories":["photo-editing","design"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_remove-bg-ai__cap_4","uri":"capability://photo.editing.automatic.background.detection","name":"automatic background detection","description":"Intelligently identifies what constitutes the background versus the subject without user input, using AI to make binary keep/remove decisions across the entire image.","intents":["I want one-click background removal without manual selection","I need fast processing without learning complex selection tools","I want to remove backgrounds without Photoshop expertise"],"best_for":["non-technical users","busy creators","anyone avoiding learning curves"],"limitations":["No granular control over what gets removed","Cannot selectively preserve or remove specific areas","All-or-nothing approach—no partial adjustments"],"requires":["image with distinguishable subject and background"],"input_types":["image (JPG, PNG, WebP)"],"output_types":["PNG with transparency"],"categories":["photo-editing","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_remove-bg-ai__cap_5","uri":"capability://photo.editing.transparent.png.generation","name":"transparent png generation","description":"Converts processed images into PNG format with full transparency support, enabling seamless integration into designs, websites, and other digital projects.","intents":["I need a transparent image to layer over backgrounds in design","I want to use cutout images on my website without white backgrounds","I need transparent PNGs for graphic design compositing"],"best_for":["web designers","graphic designers","digital content creators"],"limitations":["Output quality depends on input image quality","Transparency edges may need refinement in some cases"],"requires":["processed image","PNG export capability"],"input_types":["processed image data"],"output_types":["PNG with alpha channel transparency"],"categories":["photo-editing","design"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":46,"verified":false,"data_access_risk":"low","permissions":["image file upload","internet connection","paid subscription","multiple image files","processed image","free or paid account","image with clear subject","reasonable lighting conditions","image with distinguishable subject and background","PNG export capability"],"failure_modes":["Performance degrades with unusual lighting conditions and backlighting","No manual touch-up tools available in the interface","May struggle with semi-transparent or translucent subjects","Only available on paid subscription plans","Processing time scales with batch size","No selective processing—all images in batch use same settings","Free tier may have daily/monthly download limits","Output resolution depends on input image quality","Performance still degrades under poor lighting conditions","May require manual touch-ups for extremely complex edges","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.43333333333333335,"quality":0.81,"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":"2026-05-24T12:16:33.094Z","last_scraped_at":"2026-04-05T13:23:42.535Z","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=remove-bg-ai","compare_url":"https://unfragile.ai/compare?artifact=remove-bg-ai"}},"signature":"bx4zmfjGL29mnl2j8S3nRfccT1fsyS0BhKqTQALXi/vP6VbkoY9JRzUatKKgTCzeH8KPq8J4sfnOXR93j2JBBg==","signedAt":"2026-06-20T20:01:38.331Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/remove-bg-ai","artifact":"https://unfragile.ai/remove-bg-ai","verify":"https://unfragile.ai/api/v1/verify?slug=remove-bg-ai","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"}}