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Transformers.js is a lightweight JavaScript library designed for object detection in images. It allows developers to easily integrate pre-trained models into their web applications to detect and classify objects within uploaded images. The library simplifies the process of working with modern transformer-based models, making it accessible for both beginners and experienced developers.
• Object Detection: Identify and classify objects within images using state-of-the-art models.
• Model Compatibility: Supports a variety of pre-trained models for different use cases.
• Ease of Use: Simple API for integrating object detection into web applications.
• Customizable: Allows developers to tweak model parameters for specific needs.
• Cross-Browser Support: Works seamlessly across modern web browsers.
• Lightweight: Optimized for performance without compromising on accuracy.
What models are supported by Transformers.js?
Transformers.js supports a wide range of pre-trained models, including popular ones like YOLO, SSD, and Faster R-CNN.
Can I use Transformers.js in production?
Yes, Transformers.js is designed to be production-ready. It is optimized for performance and scalability.
How do I handle large images?
For large images, use the built-in resizing options to ensure optimal processing without sacrificing accuracy.