Transformers.js

What is Transformers.js ?

Transformers.js is a JavaScript library designed to detect objects in images. It leverages advanced AI models to analyze visual data and identify objects within images, making it a powerful tool for image processing and analysis tasks. Whether you're building a web application or a standalone project, Transformers.js provides a robust framework to integrate object detection capabilities seamlessly.

Features

• Object Detection: Identify and locate objects within images with high accuracy.
• Real-Time Processing: Perform object detection in real-time for dynamic applications.
• Customizable Models: Fine-tune models to suit specific use cases or improve accuracy for particular object types.
• Cross-Browser Compatibility: Works across modern web browsers, ensuring wide accessibility.
• Easy Integration: Simple API for developers to integrate into existing web applications.

How to use Transformers.js ?

1. Install the Library: Run npm install transformers.js to include the package in your project.
2. Import the Library: Add the library to your JavaScript file using import Transformers from 'transformers.js';.
3. Initialize the Detector: Create an instance of the object detector with const detector = new Transformers.Detector();.
4. Load the Image: Pass the image URL or file to the detector using detector.loadImage('path/to/image.jpg');.
5. Detect Objects: Call the detect() method to analyze the image and retrieve detection results.
6. Handle Results: Use the returned data to display or process the detected objects as needed.

Frequently Asked Questions

Is Transformers.js free to use?
Transformers.js is open-source and free to use for both personal and commercial projects. However, ensure compliance with the licensing terms for any redistributed or modified versions.

What browsers are supported by Transformers.js?
Transformers.js is designed to work with modern web browsers, including Chrome, Firefox, Safari, and Edge. For older browsers, additional polyfills may be required.

Can Transformers.js detect custom objects?
Yes, Transformers.js supports custom object detection. You can train or fine-tune models using your own dataset to detect specific objects tailored to your needs.