{"uid":"cap_N2QQPzZnMmLKj6YNsQcZY","slug":"agentrxi-image-classifier-resnet-50-e87854dc","name":"AgentRXI Image Classifier (ResNet-50)","description":"Label an image with ResNet-50 (1,000 ImageNet classes): top-5 labels with confidence. Fast, cheap tagging for photos of animals, objects, food and scenes. Also callable as GET with the same fields as query parameters.","url":"https://agentrxi.com/v1/image/classify?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET"],"type":"string"},"queryParams":{"type":"object","properties":{"top":{"type":"integer","description":"1-5"},"image_url":{"type":"string"},"image_base64":{"type":"string"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":null,"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_MZuAi-3TSYcTxuC3SoyWm","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":"Classifies an image using ResNet-50 and returns the top-1 to top-5 ImageNet labels with confidence scores.","exampleAgentPrompt":"What's in this photo? Classify https://upload.wikimedia.org/wikipedia/commons/a/a7/Camponotus_flavomarginatus_ant.jpg and give me the top 3 ImageNet labels with confidence scores.","exampleUseCases":[{"title":"Identify animal in wildlife photo","prompt":"Can you tell me what animal is in this image? https://example.com/wildlife/eagle.jpg — give me the top 5 labels with confidence scores."},{"title":"Auto-tag product images for catalog","prompt":"I need to auto-label this product photo for my catalog — classify https://myshop.com/products/ceramic-mug.jpg and return the top 3 ImageNet labels."},{"title":"Verify food category in user upload","prompt":"A user uploaded this food photo — can you classify it and tell me the top label with confidence? Here's the URL: https://cdn.myapp.com/uploads/dish_482.jpg"}],"resultDescription":"Returns up to 5 predicted ImageNet class labels ranked by confidence, each with a label name and a confidence score between 0 and 1. The number of results is controlled by the 'top' parameter (1–5).","failureModes":["Image URL is inaccessible or returns a non-200 response — classification fails","Image format not supported (e.g. SVG, TIFF) — may return an error or poor results","Base64 payload exceeds size limits — request rejected","Image contains no recognizable ImageNet-class objects — low confidence scores across all labels","Network timeout fetching remote image URL"],"whenToPreferThis":"Choose this endpoint when you need fast, cheap, zero-setup image labeling against the standard 1,000 ImageNet classes (animals, objects, food, scenes). Ideal for pipelines that need a confidence-scored label without custom model training. At $0.002/call it is cost-effective for bulk tagging. Prefer alternatives when you need open-vocabulary captioning, object detection with bounding boxes, or classes outside the ImageNet taxonomy.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:17.423Z","isFirstParty":false,"canonicalSlug":"agentrxi-image-classifier-resnet-50-e87854dc"}