Transformers.js

What is Transformers.js ?

Transformers.js is a JavaScript library designed to enable object detection in web applications. It allows developers to easily integrate AI-powered object detection into their projects by simply uploading an image. Built on top of modern AI models, Transformers.js provides a seamless way to detect objects within images, making it a powerful tool for various applications.

Features

• Real-time Object Detection: Identify objects within images instantly. • High Accuracy: Leverage cutting-edge AI models for precise detection. • Cross-Browser Support: Compatible with modern web browsers. • Minimal Dependencies: Lightweight and easy to integrate. • Easy Image Handling: Upload images directly for processing.

How to use Transformers.js ?

1. Install the Library
   Run npm install transformers.js to add it to your project.
2. Import the Library
   Include Transformers.js in your JavaScript file using import Transformers from 'transformers.js';.
3. Initialize the Detector
   Create a detector instance: const detector = new Transformers.Detector();.
4. Load an Image
   Upload or load an image file into your application.
5. Detect Objects
   Pass the image to the detector: detector.detectObjects(image);.
6. Handle Results
   Use a callback to process detected objects:

   detector.detectObjects(image, (results) => {
       console.log(results);
   });
   

Frequently Asked Questions

What browsers are supported by Transformers.js?
Transformers.js is compatible with most modern web browsers, including Chrome, Firefox, Safari, and Edge.

Can I use Transformers.js with other AI models?
Yes, Transformers.js is designed to be extensible, allowing integration with other AI models as needed.

How do I handle large images?
For large images, consider resizing or compressing them before processing to optimize performance.