Transformers.js

What is Transformers.js ?

Transformers.js is a JavaScript library designed for object detection in images. It leverages modern AI models to provide accurate and efficient detection of objects within uploaded images. The library simplifies the process of integrating object detection capabilities into web applications.

Features

• Real-time object detection: Quickly identify and label objects in images. • Support for various image formats: Works with common formats like JPG, PNG, and more. • Customizable models: Adjust detection sensitivity and parameters to suit specific needs. • Browser compatibility: Compatible with modern web browsers for seamless integration. • Responsive design: Easily integrate with web applications and maintain a smooth user experience.

How to use Transformers.js ?

1. Include the library: Add the Transformers.js script to your HTML file via a CDN or local import.
2. Initialize the detector: Create an instance of the detector with optional configuration settings.
3. Load an image: Provide the image file or URL for processing.
4. Process the image: Use the detector to analyze the image and detect objects.
5. Display results: Output the detection results, such as bounding boxes and labels, on your webpage.

Frequently Asked Questions

What browsers are supported by Transformers.js?
Transformers.js is compatible with modern browsers that support HTML5 and JavaScript, including Chrome, Firefox, Safari, and Edge.

Can I customize the detection models?
Yes, Transformers.js allows customization of detection models and parameters to tailor performance for specific use cases.

What is the maximum image size supported?
The library supports images up to 4096x4096 pixels, depending on browser memory constraints and performance optimization settings.