README.md

Nonescape JavaScript

AI-generated image detection for browsers and Node.js using nonescape deep classifiers.

Installation

npm install @aedilic/nonescape

Quick Start

Local Classification

import { LocalClassifier } from '@aedilic/nonescape';

const classifier = new LocalClassifier({
  onProgress: (progress) => console.log(`Loading: ${Math.round(progress.current / progress.total * 100)}%`)
});

await classifier.initialize();

// Single image
const result = await classifier.predict(imageFile);
console.log(`AI Generated: ${result.isSynthetic}, Confidence: ${result.confidence}`);

// Multiple images
const results = await classifier.predict([image1, image2, image3]);

classifier.dispose();

Remote API

import { RemoteClassifier } from '@aedilic/nonescape';

const classifier = new RemoteClassifier({ apiToken: 'your-token' });
const result = await classifier.predict(imageFile);

API

LocalClassifier

Options

• modelPath?: string - Custom model URL
• onProgress?: (progress) => void - Loading progress callback
• threshold?: number - Classification threshold (default: 0.5)

Methods

• initialize() - Load model
• predict(image|images[]) - Classify image(s)
• dispose() - Clean up resources

RemoteClassifier

Options

• apiToken?: string - API bearer token
• baseUrl?: string - Custom API URL
• threshold?: number - Classification threshold (default: 0.5)

Methods

• predict(image|images[]) - Classify image(s)

Input types: File | HTMLImageElement | string

Result: { confidence: number, isSynthetic: boolean }