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CortexCloud Image Understanding (Caption / OCR / Describe)
x402
CortexCloud Image Understanding (Caption / OCR / Describe) is a paid API for AI agents from api.cortexcloud.org, paid per call via x402, $0.004/call, status unknown (last checked 2026-09-13).
Analyzes an image URL using Gemini vision (via OpenRouter) to generate captions, extract text via OCR, or produce a detailed description.
Price / call$0.004
Success—
StatusUnknown
How this service works
Vision: caption / OCR / describe an image (Gemini vision via OpenRouter). x402-paid, USDC on Base.
Output
A text response describing the image contents, including a natural-language caption, description of visible objects and scenes, and any text extracted via OCR — generated by Gemini vision through OpenRouter.
Example use cases
Auto-captioning product photos
“I have a product image at https://shop.example.com/item42.jpg — can you describe what it shows so I can generate alt text and a product blurb from it?”
OCR text extraction from receipt
“Please read all the text you can see in this receipt photo: https://myfiles.example.com/receipt_march.jpg — I need the merchant name, date, and total amount.”
Analyzing a screenshot for support
“Here's a screenshot of an error message a user sent us: https://support.example.com/ticket99/screen.png — can you describe what it says and what the UI looks like so I can diagnose the issue?”
Technical details
Endpoint
GEThttps://api.cortexcloud.org/v1/ml/image-understandWhen to prefer
Choose this endpoint when you need multimodal image understanding — captioning, OCR, or scene description — paid per-call in USDC with no API key setup. Ideal for autonomous agents that need on-demand vision without managing credentials, especially when working within a x402 payment-enabled pipeline on Base.
Side effects
- Invalid or inaccessible image URL returns an error
- Image format not supported by Gemini vision
- Payment failure via x402/USDC on Base blocks the request
- Rate limiting or quota exceeded on OpenRouter/Gemini backend
- Ambiguous or low-resolution images may yield inaccurate descriptions
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| input | — | |
| output | — |
Tags
x402
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