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Detect objects in images using 🤗 Transformers.js
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Transformers.js is a JavaScript library designed for object detection in images. It allows developers to integrate AI-powered detection directly into web applications, enabling real-time identification of objects within uploaded images.
• Real-time Object Detection: Quickly identify objects in images using pre-trained AI models.
• Model Flexibility: Supports multiple object detection models, including YOLO (You Only Look Once).
• Image and Video Input: Accepts both images and video streams for detection.
• Customizable Accuracy: Adjust settings to balance speed and accuracy based on requirements.
• Lightweight Design: Optimized for performance in web environments.
• Cross-Browser Compatibility: Works seamlessly across modern web browsers.
npm install transformers.js
import Transformers from 'transformers.js';
const detector = new Transformers.Detector();
detector.loadModel('yolo');
const image = document.getElementById('uploadedImage');
const results = await detector.detect(image);
What browsers are supported by Transformers.js?
Transformers.js is designed to work with modern browsers, including Chrome, Firefox, Safari, and Edge.
Can I use Transformers.js with video streams?
Yes, Transformers.js supports object detection in video streams, enabling real-time tracking and analysis.
How accurate is Transformers.js?
Accuracy depends on the underlying AI model used. Models like YOLO provide a good balance between speed and accuracy, but you can fine-tune settings for specific use cases.
Can I customize the detection model?
Yes, Transformers.js allows you to use different pre-trained models or even fine-tune them for specific object detection tasks.
Is Transformers.js free to use?
Yes, Transformers.js is open-source and free to use for both personal and commercial projects.