{"uid":"cap_289wVAcMHE3NLAZIUaxN6","slug":"image-object-detection-with-bounding-boxes-0805d02f","name":"Image Object Detection with Bounding Boxes","description":"Locate objects in a supplied image with tags, confidence scores, and bounding boxes.","url":"https://manyfish-seller.redcliff-d7368db1.westus2.azurecontainerapps.io/api/v1/image/objects","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"contentType":{"enum":["image/jpeg","image/png"]},"imageBase64":{"type":"string","pattern":"^(?:[A-Za-z0-9+/]{4})*(?:[A-Za-z0-9+/]{2}==|[A-Za-z0-9+/]{3}=)?$","maxLength":13981016,"minLength":8},"minimumConfidence":{"type":"number","default":0.5,"maximum":1,"minimum":0}}},"responseSchema":{"type":"json","example":{"image":{"width":200,"height":120,"contentType":"image/png"},"objects":[]}},"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_chXCBZugwFKc5vHWIySGL","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 a base64-encoded image, returning tags, confidence scores, and bounding box coordinates for each detected object.","exampleAgentPrompt":"Can you detect all the objects in this JPEG image and tell me their positions and confidence scores? Only include detections you're at least 70% confident about — here's the base64-encoded image data.","exampleUseCases":[{"title":"Retail shelf inventory monitoring","prompt":"I have a JPEG photo of a store shelf — can you identify all the products visible in it and give me their bounding box locations and confidence scores? Use a minimum confidence of 0.6."},{"title":"Security footage object identification","prompt":"Here's a PNG image from a security camera. Can you detect all objects in it and tell me where each one is located in the frame, with confidence scores above 0.8?"},{"title":"Automated photo tagging pipeline","prompt":"I'm processing user-uploaded images for my photo app. For this base64 JPEG, can you find all recognizable objects with their positions and confidence scores so I can auto-tag the photo?"}],"resultDescription":"Returns a list of detected objects, each with a human-readable label/tag, a confidence score (0–1), and bounding box coordinates indicating the object's position and size within the image.","failureModes":["Invalid base64 encoding returns a validation error","Unsupported content type (not image/jpeg or image/png) returns an error","Image too large (exceeds ~10MB base64 limit) returns a payload size error","No objects detected above the confidence threshold returns an empty results list","Corrupted or unreadable image data returns a processing error","Payment not included or insufficient USDC returns a 402 error"],"whenToPreferThis":"Choose this endpoint when you need both object classification AND spatial localization (bounding boxes) from a single image in one call. It is ideal for pipelines that need to know not just what objects are present but where they are. Prefer the sibling 'caption + tags + objects' endpoint if you also need a scene caption in the same call; use this dedicated object detection endpoint if you only need bounding boxes and tags without caption overhead.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T06:39:50.473Z","isFirstParty":false}