{"uid":"cap_eGSXlrPV7N-j92QxNyPzF","slug":"x402-ai-tools-image-label-detection-amazon-rekognition-0810ba7b","name":"x402 AI Tools – Image Label Detection (Amazon Rekognition)","description":"Detects objects, scenes, activities and concepts in a JPEG or PNG at a URL with Amazon Rekognition. Returns labels with confidence, their categories and parent labels, and how many instances were located.","url":"https://ai.kagurazaka.dev/v1/labels?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"url":{"type":"string","description":"https URL of a JPEG or PNG image (up to 5 MB)"},"max_labels":{"type":"integer","description":"1-100 (default 20)"},"min_confidence":{"type":"number","description":"0-100 (default 60)"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.003","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.003/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_tTn5ihtGSpvxvZRqar9pV","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.003","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Detects objects, scenes, activities, and concepts in a JPEG or PNG image at a URL using Amazon Rekognition, returning labels with confidence scores, categories, parent labels, and instance counts.","exampleAgentPrompt":"Can you analyze this image at https://example.com/photo.jpg and tell me all the objects, scenes, and activities you can detect — show me at least the top 30 labels with confidence scores above 70?","exampleUseCases":[{"title":"E-commerce product image tagging","prompt":"Analyze this product photo at https://mystore.com/images/shoe123.jpg and give me up to 50 labels with at least 80% confidence so I can auto-tag it in our catalog."},{"title":"Content moderation pre-check labeling","prompt":"Before I run moderation on this uploaded image at https://uploads.myapp.com/user42/post.jpg, can you detect what's in it — list all the objects and scenes with confidence above 60?"},{"title":"Real estate photo scene classification","prompt":"I need to know what's in this real estate listing photo at https://listings.realestate.com/img/room45.jpg — detect all objects and room features, give me up to 100 labels with any confidence above 50."}],"resultDescription":"Returns a list of labels detected in the image, each with a confidence score (0–100), one or more category names, parent label hierarchy, and a count of how many distinct instances of that label were located in the image. Up to max_labels results are returned, filtered to those meeting the min_confidence threshold.","failureModes":["Image URL is not publicly accessible or returns a non-200 HTTP response","Image format is not JPEG or PNG","Image exceeds 5 MB file size limit","min_confidence or max_labels outside valid range (0–100 / 1–100)","URL uses HTTP instead of HTTPS","Amazon Rekognition service error or throttling","No labels detected above the specified confidence threshold"],"whenToPreferThis":"Choose this endpoint when you need to identify and enumerate what objects, scenes, activities, or concepts appear in a JPEG or PNG image accessible via URL, especially when you need confidence scores and hierarchical label categories. It is backed by Amazon Rekognition and is well-suited for content tagging, catalog enrichment, scene understanding, and preliminary image classification. Prefer it over face-detection or text-in-image endpoints when the goal is general object/scene labeling rather than faces or OCR.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T12:31:03.270Z","isFirstParty":false,"canonicalSlug":"x402-ai-tools-image-label-detection-amazon-rekognition-0810ba7b"}