This web application utilizes TensorFlow.js and the COCO-SSD model for real-time object detection using a webcam feed.
This project is a web-based object detection application built with TensorFlow.js and React. It allows users to detect objects in real-time using their webcam. The application uses the COCO-SSD (Common Objects in Context - Single Shot MultiBox Detector) model for object detection, providing a seamless and interactive experience for users.
- Real-time object detection using webcam
- User-friendly interface
- Start/stop detection functionality
- Toggle camera on/off
To get started with the project, follow these steps:
-
Clone the repository:
git clone https://github.com/your-username/object-detection-web-app.git
-
Install Dependencies
cd object-detection-web-app npm install
-
Run Project
npm run dev