Transformers.js

What is Transformers.js ?

Transformers.js is a JavaScript library designed to detect objects in an image. It leverages advanced AI models to identify and classify objects within images, enabling developers to integrate object detection capabilities into web applications seamlessly.

Features

• Object Detection: Identify and classify objects within images using state-of-the-art AI models.
• Real-Time Detection: Process images in real-time for immediate results.
• Customizable: Adjust detection parameters to suit specific use cases.
• Cross-Platform Compatibility: Works with various image formats and web frameworks.
• Open Source: Access to source code for customization and community contributions.

How to use Transformers.js ?

1. Install the Library: Use npm to install Transformers.js in your project.

   npm install transformers.js
   

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

   const {Transformer} = require('transformers.js');
   

3. Initialize the Detector: Create an instance of the object detector.

   const detector = new Transformer();
   

4. Load the Image: Pass the image to the detector for processing.

   detector.loadImage(inputImage);
   

5. Detect Objects: Run the detection process and retrieve results.

   const results = await detector.detectObjects();
   

6. Handle Results: Use the detected objects' data for further processing or display.

   console.log(results);
   

7. Clean Up: Release resources after processing.

   detector.dispose();
   

Frequently Asked Questions

What image formats does Transformers.js support?
Transformers.js supports common image formats such as JPEG, PNG, and BMP.

How can I customize the detection settings?
You can adjust parameters like confidence threshold and model resolution by passing options during initialization.

Is Transformers.js suitable for large-scale applications?
Yes, Transformers.js is optimized for performance and can handle large-scale applications with proper optimization techniques.