AIDir.app
  • Hot AI Tools
  • New AI Tools
  • AI Tools Category
AIDir.app
AIDir.app

Save this website for future use! Free to use, no login required.

About

  • Blog

© 2025 • AIDir.app All rights reserved.

  • Privacy Policy
  • Terms of Service
Home
Object Detection
Transformers.js

Transformers.js

Detect objects in your images

You May Also Like

View All
💻

Bird Forest Classifier

Identify the top 3 objects in an image

0
🐠

DETA

Identify objects in your image

12
🌐

Transformers.js

Upload an image to detect objects

0
🌖

YOLO11

Ultralytics YOLO11 Gradio Application for Testing

17
🦀

Yolo Traffic

Detect traffic signs in uploaded images

0
👁

Detectron2 Model Demo

Identify segments in an image using a Detectron2 model

4
🌍

Roboflow

Identify objects using your webcam

6
🛥

Marine Vessel Detection

Detect marine vessels in images

3
⚡

Platzi Curso Gradio Tf Clasificacion Imagenes

Identify objects in an image

1
🦖

GroundingDINO ⚔ OWL

Identify objects in images using text queries

45
😻

Object Detection

Identify and label objects in images using YOLO models

9
🐠

Vanilla Js Object Detector

Upload image to detect objects

13

What is Transformers.js ?

Transformers.js is a JavaScript library designed for object detection in images. It leverages the power of TensorFlow.js to provide an easy-to-use interface for detecting objects within images directly in the browser. Transformers.js enables developers to integrate robust object detection capabilities into web applications without requiring extensive machine learning expertise.

Features

• Real-time Object Detection: Detect objects in images with high accuracy using pre-trained models.
• Pre-trained Models: Utilizes models like SSD MobileNet for efficient and accurate detection.
• Multiple Model Support: Easily switch between different object detection models based on your needs.
• Customizable Thresholds: Adjust detection confidence thresholds to filter results.
• Region of Interest (RoI): Focus on specific areas of an image for targeted detection.
• Image and Video Processing: Supports both image and video streams for versatile applications.

How to use Transformers.js ?

  1. Install Transformers.js using npm or yarn:

    npm install transformers.js
    

    or

    yarn add transformers.js
    
  2. Import the library in your JavaScript file:

    import { ObjectDetector } from 'transformers.js';
    
  3. Initialize the detector with a pre-trained model:

    const detector = new ObjectDetector('ssd_mobilenet_v2'); 
    detector.load().then(() => console.log('Model loaded!'));
    
  4. Load an image or video and pass it to the detector:

    const img = new Image();
    img.src = 'your-image.jpg';
    img.onload = () => detector.detect(img).then(results => console.log(results));
    
  5. Process the results to extract detection data (e.g., bounding boxes, class labels).

Frequently Asked Questions

What browsers are supported by Transformers.js?
Transformers.js works on modern browsers that support TensorFlow.js and WebGL. This includes Chrome, Firefox, Safari, and Edge.

Can I use Transformers.js with video streams?
Yes! Transformers.js supports real-time object detection in video streams. You can pass a video element or a canvas to the detector for continuous detection.

How do I improve detection accuracy?
To improve accuracy, you can increase the confidence threshold or use a more accurate model like SSD MobileNet V2. Additionally, resizing images to the model's input size can enhance performance.

Recommended Category

View All
​🗣️

Speech Synthesis

🤖

Chatbots

❓

Question Answering

🔇

Remove background noise from an audio

💻

Generate an application

📈

Predict stock market trends

🎵

Music Generation

🖼️

Image

↔️

Extend images automatically

✍️

Text Generation

🔧

Fine Tuning Tools

🎧

Enhance audio quality

👗

Try on virtual clothes

🔤

OCR

✂️

Background Removal