/bear-classifier-AI

This project is a simple web application that uses a ML pre-trained MobileNet model to classify images of bears or teddy bears. It allows users to select an image and see the classification result.

Primary LanguageJavaScript

Project Name

Bear and Teddy Bear Classifier

Description

This project is a simple web application that uses a pre-trained MobileNet model to classify images of bears or teddy bears. It allows users to select an image and see the classification result.

Installation

  1. Clone the repository
  2. Install dependencies using npm install
  3. Start the application using npm start

Usage

  1. After starting the application, open it in a web browser.
  2. Select an image of a bear or a teddy bear using the provided input button.
  3. The application will display the classification result, showing the class and confidence percentage.

Project Status

This project is currently in development. The first image selected does not generate a classification result (a known issue that needs to be resolved).

Technologies

  • React
  • TensorFlow.js
  • @tensorflow-models/mobilenet

Acknowledgements

The MobileNet model used in this project is provided by TensorFlow.js and @tensorflow-models/mobilenet.

License

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