Transformers.js

What is Transformers.js ?

Transformers.js is a JavaScript library designed to detect harmful or offensive content in images. It leverages advanced AI models to analyze image files and identify objectionable content, making it a powerful tool for content moderation and object detection tasks.

Features

• Image File Support: Processes uploaded image files for content analysis.
• Multiple Model Support: Utilizes state-of-the-art AI models for accurate detection.
• Harmful Content Detection: Identifies offensive or inappropriate content within images.
• Asynchronous Processing: enables non-blocking image analysis.
• Browser Compatibility: Works seamlessly with modern web browsers.
• Easy Integration: Simple API for developers to implement in web applications.

How to use Transformers.js ?

1. Install the Library: Add Transformers.js to your project using npm or yarn.

   npm install transformers.js  
   

2. Import the Library: Include Transformers.js in your JavaScript file.

   const Transformers = require('transformers.js');  
   

3. Initialize the Detector: Create an instance of the detector with your preferred model.

   const detector = new Transformers.Detector('harmful-content-detection');  
   

4. Load an Image File: Upload or select an image file for analysis.
5. Detect Content: Use the detector to analyze the image.

   detector.detect(imageFile)  
     .then(result => {  
       // Handle detection results  
     })  
     .catch(error => {  
       // Handle errors  
     });  
   

6. Process Results: Check the results to determine if the content is harmful or offensive.

Frequently Asked Questions

1. What types of images does Transformers.js support?
Transformers.js supports JPEG, PNG, and BMP image formats.

2. Is Transformers.js suitable for large-scale applications?
Yes, Transformers.js is optimized for asynchronous processing and can handle large-scale applications efficiently.

3. Can I customize the detection models?
Yes, you can use custom models or switch between predefined models like 'harmful-content-detection' or 'object-detection' based on your needs.