Transformers.js

What is Transformers.js ?

Transformers.js is a JavaScript library designed for object detection tasks. It allows users to upload an image and detect objects within it using AI and machine learning technologies. Built for browser-based applications, Transformers.js provides an accessible and lightweight solution for integrating object detection capabilities into web projects.

Features

• Real-time Object Detection: Identify objects within images instantly. • Multiple Object Detection: Detect and classify multiple objects in a single image. • Customizable Models: Choose from pre-trained models or customize for specific use cases. • Cross-Browser Support: Works seamlessly across modern browsers. • Easy Integration: Simple API for developers to implement object detection.

How to use Transformers.js ?

1. Include the Library: Add the Transformers.js library to your HTML file using a script tag.
2. Set Up the Container: Create a container element in your HTML where the image and results will be displayed.
3. Load and Process the Image: Use the library's API to load an image and process it for object detection.
4. Display Results: Extract and display the detection results from the processed image.

Frequently Asked Questions

What formats of images are supported?
Transformers.js supports common image formats such as JPG, PNG, and BMP.

Can I use Transformers.js for real-time video processing?
Yes, Transformers.js can be adapted for real-time video processing by continuously analyzing video frames.

Is Transformers.js compatible with all modern browsers?
Yes, Transformers.js is designed to work across Chrome, Firefox, Safari, and Edge.