Clarifai API
Overview
Clarifai is a computer vision and AI platform API that enables image and video recognition, object detection, and custom model training. You can use pre-built models to classify images, detect faces, or identify concepts without writing any ML code. Authentication uses a Personal Access Token passed as a Bearer token in the Authorization header.
Beginner Tip
Start with Clarifai's pre-built general image recognition model to classify images before building custom models—it recognizes thousands of concepts out of the box. Generate a Personal Access Token (PAT) from your Clarifai account settings and use it as the Bearer token.
Available Data
Example Response
{
"status": "success",
"data": {
"result": "Data from Clarifai",
"description": "Computer Vision",
"timestamp": "2025-01-15T10:00:00Z"
}
} Field Reference
outputs Array of prediction outputs, one per input image. outputs[].data.concepts List of recognized concepts or labels detected in the image. outputs[].data.concepts[].name Human-readable label for a detected concept such as train or sky. outputs[].data.concepts[].value Confidence score for the concept, ranging from 0 to 1. outputs[].model.id ID of the Clarifai model used to generate the predictions. status.code Clarifai status code; 10000 indicates a successful operation. Implementation Example
const url = "https://docs.clarifai.com/api-guide/api-overview";
// Replace headers or query params with the values required by this API.
const response = await fetch(url, {
headers: {
"Authorization": "Bearer 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
Matrix Score Breakdown
Partially tested on Apr 5, 2026
Technical Specifications
Related Tags
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