Overview

Cloudmersive Image Recognition API offers a suite of image processing capabilities including captioning, face detection, NSFW content classification, and object recognition. It is designed for easy integration with straightforward REST endpoints and API key authentication. A free tier is available, making it a good option for prototyping image analysis features.

Beginner Tip

Send images as multipart/form-data with the file attached—Cloudmersive endpoints accept binary image uploads directly rather than URLs for most operations. Keep your API key in an environment variable and never hardcode it in client-side code.

Available Data

The kind of data this API exposes, based on its documentation. We could not call the endpoint to confirm the exact field names.

Cloudmersive data via REST API

Example Response

Illustrative shape only — we were not able to call this endpoint (it requires credentials or exposes no public sample URL), so the fields below show the kind of data this API returns rather than a recorded response.

JSON Response · Illustrative
{
  "status": "success",
  "data": {
    "result": "Data from Cloudmersive",
    "description": "Image captioning, face recognition, NSFW classification",
    "timestamp": "2025-01-15T10:00:00Z"
  }
}

Field Reference

Successful Indicates whether the API call completed without errors.
Description Auto-generated natural language caption describing the image content.
Score Confidence score for the generated description, between 0 and 1.
HighConfidenceLabels List of labels detected in the image with high confidence.
FaceCount Number of human faces detected in the image (on face detection endpoint).

Implementation Example

Calls a real endpoint of this API. Replace any placeholder credentials with your own key.

Request
const url = "https://api.cloudmersive.com/image/recognize/describe";
// Replace headers or query params with the values required by this API.
const response = await fetch(url, {
  headers: {
  "X-API-Key": "YOUR_API_KEY"
  }
});
if (!response.ok) throw new Error(`Request failed: ${response.status}`);
const data = await response.json();
console.log(data);

What Can You Build?

Note: These code examples are AI-generated and unverified. Always refer to the official API documentation for accurate usage.

Common Errors & Troubleshooting

Generated guidance based on this API's documentation, not observed by us. Treat it as a starting point and check against the provider's own error reference.

401 Unauthorized API key is missing from the Apikey request header.
Add the header Apikey: YOUR_API_KEY to every request; note the header name is Apikey not Authorization.
400 Bad Request - unsupported format The uploaded file is not a supported image type or the multipart form field name is wrong.
Use JPEG or PNG files and ensure the form field is named imageFile as required by the endpoint.
503 Service Unavailable Free tier quota has been exhausted for the current period.
Upgrade to a paid plan or wait for the monthly quota reset; check your usage in the Cloudmersive dashboard.

Metadata Score Breakdown

Estimated from metadata — endpoint not independently tested

This score is estimated from observable metadata — HTTPS support, authentication model, declared CORS, and documentation reachability — because the API requires authentication or exposes no publicly testable endpoint. The five-signal breakdown is only shown for live-tested APIs.

Metadata estimate · endpoint not independently tested

Technical Specifications

Auth API Key
HTTPS REQUIRED
CORS YES
Category Machine Learning
Difficulty Intermediate
Listing details not endpoint-verified

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