Object Detection App in Java

This is a Java application for real-time and custom object detection using OpenCV and YOLOv3. It provides a user-friendly interface for live detection from a webcam or custom detection from uploaded images.

Features

• Live Detection: Real-time object detection using your computer's webcam.
• Custom Detection: Detect objects in any selected image file.
• GUI Interface: Intuitive GUI with options for live detection, custom detection, and saving results.
• About Section: Information about the developers and usage instructions.

Examples pics

Live Detection

Custom Detection

Example Video Demo

Installation

Clone Repository:

  git clone https://github.com/Raufjatoi/Object-Detection-App-in-Java
  cd Object-Detection-App-in-Java

Usage

• Run the app.java file to launch the Object Detection App.
• Click on "Live Detection" to start real-time detection using your webcam.
• Click on "Custom Detection" to select an image and detect objects within it.
• Follow on-screen instructions for saving detected results.

Requirements

• Java 8 or higher
• OpenCV 4.9.0 or compatible version
• coco.names, yolov3.cfg, and yolov3.weights files for YOLOv3 model (it be good if ya wanna use Yolov4)

Authors / Contributes

L = leader , M = member

• Rauf: Model development (L)
• Ahsan: GUI development (M)
• Umar: UI design (M)

License

This project is licensed under the MIT License - see the LICENSE file for details.

Support

For any issues or questions, please open an issue here on GitHub.

You can check out the version0.java too its pretty much functional too it uses yolov3 (version 0)

app.java uses yolov4 version 1.0 i call it