Clarif AI

Clarifai's comprehensive suite of AI-powered APIs empowers developers and businesses to extract meaningful insights from images, videos, and text data. Leveraging cutting-edge computer vision and natural language processing (NLP) models, Clarifai automates tasks like object detection, image classification, and content moderation, streamlining workflows and enriching your data analysis.

Authentication:

Clarifai utilizes API keys for authentication. You can obtain your free API key by creating an account on the Clarifai platform.

Here's a breakdown of some key Clarifai API endpoints along with JavaScript example code snippets for each:

1. Image Classification (Classify)

About: This endpoint analyzes an image and returns a list of predicted concepts and their likelihood scores.
Type: POST
JavaScript Example:

const apiKey = 'YOUR_API_KEY';
const url =
    'https://api.clarifai.com/v2/models/aaa03c0a-1a06-4ffa-b9a2-a9e3e3be641f/outputs';

const data = {
    inputs: [
        {
            data: {
                url: 'https://www.example.com/image.jpg', // Replace with your image URL
            },
        },
    ],
};

const headers = {
    Authorization: `Bearer ${apiKey}`,
    'Content-Type': 'application/json',
};

fetch(url, { method: 'POST', headers, body: JSON.stringify(data) })
    .then((response) => response.json())
    .then((data) => {
        console.log('Predicted Concepts:', data.outputs[0].data.concepts);
    })
    .catch((error) => console.error(error));

2. Object Detection (Detect)

About: This endpoint identifies and locates objects within an image, returning bounding boxes and confidence scores.
Type: POST
JavaScript Example:

const apiKey = 'YOUR_API_KEY';
const url =
    'https://api.clarifai.com/v2/models/aaa7a2c7-33ba-4a1f-b62d-89e09e8e45c6/outputs';

const data = {
    inputs: [
        {
            data: {
                url: 'https://www.example.com/image.jpg', // Replace with your image URL
            },
        },
    ],
};

const headers = {
    Authorization: `Bearer ${apiKey}`,
    'Content-Type': 'application/json',
};

fetch(url, { method: 'POST', headers, body: JSON.stringify(data) })
    .then((response) => response.json())
    .then((data) => {
        console.log('Detected Objects:', data.outputs[0].data.regions);
    })
    .catch((error) => console.error(error));

3. Image and Video Moderation (Moderate) (Paid Plans)

About: This endpoint analyzes images and videos for inappropriate content, aiding in content moderation tasks.
Type: POST
JavaScript Example: (Note: Not possible with free API key)

4. Text Analysis (Embed & Analyze) (Paid Plans)

About: This endpoint analyzes text data, generating embeddings for various NLP tasks and insights like sentiment analysis.
Type: POST
JavaScript Example: (Note: Not possible with free API key)

5. Custom Models (Paid Plans)

About: This feature allows you to train your own custom machine learning models for specific use cases.
Type: Various (refer to documentation)
JavaScript Example: (Note: Not possible with free API key)

Explore More with Clarifai

Clarifai offers a free tier along with paid plans that unlock additional features and capabilities. Explore their comprehensive documentation to delve deeper into each API endpoint, advanced functionalities

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