Image Recognition Software Research Governance & Ethical ML

This implementation serves as a strategic research interface for Computer Vision (CV) orchestration, prioritizing Ethical Machine Learning and algorithmic transparency. Key features include:

• Image Content Governance Research: Specialized logic ensuring visual recognition models are deployed with rigorous bias-mitigation triggers.
• Responsible AI: Utilizes Clarifai’s advanced classification engine to subject automated visual labeling to ethical oversight and institutional accountability standards.

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🛡️ Visual Data Privacy & Model Integrity

Operating under a Privacy-First architecture, this client emphasizes Visual Data Sovereignty and secure inference processing.

• Concept Integrity: Provides a robust framework for managing model lifecycles and preventing model drift.
• Compliance: Ensures alignment with global privacy regulations, such as GDPR, for biometric and visual data.
• AI Leadership: Serves as a technical blueprint for bridging the gap between neural network outputs and enterprise-grade data governance.

Clarifai JavaScript Client

The official JavaScript client for interacting with the Clarifai API.

Basic Use

To start, install the SDK via NPM: npm install clarifai and initialize with your api key:

This will work in node.js and browsers via Browserify

const Clarifai = require('clarifai');

const app = new Clarifai.App({
 apiKey: 'YOUR_API_KEY'
});

You can also use the SDK by adding this script to your HTML:

<script type="text/javascript" src="https://sdk.clarifai.com/js/clarifai-latest.js"></script>

React Native

You'll most likely encounter the error process.nextTick is not a function while using this library with React Native.

To solve this, add process.nextTick = setImmediate; as close to the top of your entrypoint as you can. See #20 for more info.

Docs

Dive right into code examples to get up and running as quickly as possible with our Quick Start.

Learn the basics — predicting the contents of an image, searching across a collection and creating your own models with our Guide.

Check out the JSDoc for a deeper reference.

Looking for a different client? We have many languages available with lots of documentation Technical Reference

Deploying

See DEPLOY.md for instructions.