{"uid":"cap_4eRMQ4YswBpjrNXPp4sou","slug":"payweave-cloudflare-vision-object-detection-9f20608d","name":"PayWeave Cloudflare Vision Object Detection","description":"Browser rendering, transcription, image, vision, and speech on Cloudflare's edge.","url":"https://cloudflare.payweave.services/vision/detect","method":"POST","headers":{},"bodySchema":{"type":"object","required":["source_url"],"properties":{"min_score":{"type":"number","description":"Only return detections with at least this confidence (0-1). Defaults to 0."},"source_url":{"type":"string","description":"Public URL of the image to analyze (max 10 MB)."}}},"responseSchema":{"type":"object","required":["objects"],"properties":{"objects":{"type":"array","items":{"type":"object","required":["label","score"],"properties":{"box":{"type":"object","required":["xmin","ymin","xmax","ymax"],"properties":{"xmax":{"type":"number"},"xmin":{"type":"number"},"ymax":{"type":"number"},"ymin":{"type":"number"}},"description":"Bounding box in pixels","additionalProperties":false},"label":{"type":"string","description":"Detected object class"},"score":{"type":"number","description":"Confidence score (0-1)"}},"additionalProperties":false},"description":"Detected objects, highest confidence first"}},"description":"Object detection result","additionalProperties":false},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","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":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_xR2-eEkXCVzOtkuZmlyFv","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Detects and localizes objects in an image from a public URL, returning labeled bounding boxes with confidence scores.","exampleAgentPrompt":"Detect all objects in this image — https://example.com/street-photo.jpg — and only show me ones you're at least 70% confident about, with their bounding box coordinates.","exampleUseCases":[{"title":"Monitor retail shelf stock levels","prompt":"Can you check these store shelf photos and tell me how many products and price tags you spot in each one? I need bounding boxes so I can map out what's where."},{"title":"Validate package contents before shipment","prompt":"Look at these warehouse photos and find all the boxes, pallets, and forklifts visible. Show me the ones you're confident about with coordinates so we can verify everything's staged correctly."},{"title":"Screen user uploads for prohibited items","prompt":"I'm getting a batch of user-submitted images. Scan them for weapons, alcohol bottles, or anything dangerous and flag the ones where you detect those items with their exact locations in the image."}],"resultDescription":"A JSON object containing an array of detected objects sorted by confidence (highest first), each with a string label (e.g. 'car', 'person'), a float confidence score between 0 and 1, and an optional bounding box with pixel coordinates (xmin, ymin, xmax, ymax).","failureModes":["Image URL is not publicly accessible or returns non-200 — detection fails","Image exceeds 10 MB limit — request rejected","Invalid or malformed URL in source_url — validation error","min_score filter is too high — returns empty objects array","Unsupported image format — inference error","Network timeout fetching remote image — error response"],"whenToPreferThis":"Choose this endpoint when you need fast, pay-per-call object detection with bounding box localization on Cloudflare's edge infrastructure, without managing your own ML model. Ideal for agents that need to process arbitrary public image URLs on demand at low cost ($0.002/call) with no subscription required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-13T18:39:52.170Z","isFirstParty":false}