by-German/custom-vision

Vehicle Detection in Video Project using Custom Vision

This project utilizes React along with Custom Vision for vehicle detection in videos. A vehicle detection model has been trained and exported from Custom Vision, which is integrated into the application.

Important: Activate hardware acceleration in your browser settings

Screenshots

Below are some screenshots of the application in action:

You can adjust the threshold value to adjust the values of the probability of vehicle detection, the higher the value, the lower the number of vehicles detected.

Model

The trained model is located at:

`public/` 
  |-- `model.json`
  |-- `weights.bin.`

Running the Project

To run the project, follow these steps:

1. Make sure you have Node.js and npm installed on your system.
2. Install the project dependencies by running npm install.
3. Once the dependencies are installed, you can start the application with npm start.
4. The application will be available in your browser at http://localhost:3000.

Cloning the Repository

To clone this repository, follow these steps:

git clone https://github.com/by-German/custom-vision.git
cd custom-vision