Detect objects in uploaded images
Detect and measure areas of objects in images
Identify objects in your image
Upload an image to detect objects
Upload image to detect objects
Identify and label objects in images
Ultralytics YOLOv8 Gradio Application for Testing 🚀
Identify objects in images and return details
Upload an image to detect objects
Detect objects in images
Perform small object detection in images
Find objects in images using text descriptions
Identify objects in images and generate detailed data
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.