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Transformers.js is a JavaScript library designed for object detection tasks. It enables developers to integrate image analysis and object detection capabilities into web applications seamlessly. Built with modern JavaScript standards, Transformers.js provides an efficient and intuitive way to detect objects within images by leveraging state-of-the-art AI models.
npm install transformers.js or include the CDN link in your HTML.import Transformers from 'transformers.js'; in your JavaScript file.const detector = new Transformers.Detector();.detector.detectObjects(image) to analyze and detect objects.What models are supported by Transformers.js?
Transformers.js supports popular object detection models like YOLO, SSD, and Faster R-CNN, optimized for JavaScript environments.
How do I handle large images?
For large images, use the imageResize option to downsize the image before detection, improving performance while maintaining accuracy.
Can I use Transformers.js in production?
Yes, Transformers.js is designed for production use. Ensure proper error handling and model optimization for best results.