Detect objects in your images
Welcome to my portfolio
State-of-the-art Object Detection YOLOV9 Demo
Identify objects in images using URLs or uploads
Upload an image to detect objects
Cutting edge open-vocabulary object detection app
Identify objects in images and generate detailed data
Detect objects in images
Identify objects in images using a password-protected service
Draw a box to detect objects
Detect objects in images
Upload images/videos to detect wildfires and smoke
Identify objects in an image
Transformers.js is a lightweight JavaScript library designed for object detection in images. It allows developers to easily integrate Transformer-based models into web applications, enabling real-time detection and analysis of objects within images. The library simplifies the process of loading pre-trained models, processing images, and interpreting results.
• Pre-trained Model Support: Easily load popular Transformer models optimized for object detection.
• Real-time Processing: Efficiently process images and detect objects in real-time.
• Customizable Thresholds: Adjust detection thresholds to filter results based on confidence levels.
• Cross-platform Compatibility: Works seamlessly across modern web browsers.
• Minimal Dependencies: Lightweight and easy to integrate into existing web applications.
npm install transformers.jsconst { Transformers } = require('transformers.js');const model = new Transformers('object-detection');const results = await model.detect(imageElement);console.log(results); // Array of objects with confidence scores and coordinatesWhat browsers are supported by Transformers.js?
Transformers.js is designed to work with modern web browsers, including Chrome, Firefox, Safari, and Edge.
Can I use custom models with Transformers.js?
Yes, Transformers.js allows you to load custom Transformer models for specific use cases beyond pre-trained models.
How do I improve detection accuracy?
You can improve accuracy by adjusting the detection threshold or using more advanced models. Lowering the threshold may increase detection sensitivity.