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herb-classifier-api's Introduction

🌿🌱 Herb Classifier : Coriander VS Parsley 🌿🌱

Herb Classifier is a Spring Boot application that classifies images of coriander and parsley herbs using a deep learning model built with DeepLearning4j.

πŸ–₯️ Frontend Application

  • The frontend application is built with NextJs and TailwindCSS. Check the website
  • The frontend application repository is here

πŸ“ Diagram of the application architecture

Diagram

πŸ“š Table of Contents

πŸš€ Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

πŸ“‹ Prerequisites

  • Java 17
  • Maven
  • Docker

πŸ”§ Installing

  1. Clone the repository
  2. Navigate to the project directory
  3. Run mvn clean install
  4. Build docker image `docker build -t myusername/herb-classifier-api:version -f Dockerfile .

🚒 Deployment

This application is deployed using Docker. The CI/CD pipeline is configured in .github/workflows/main.yml.

πŸ› οΈ Built With

πŸ‘₯ Owner and Contributors

  • Owner : Adnane Miliari - Backend Engineer - miliariadnane
  • Contributors :
    • Ayoub Bouazza - Frontend Engineer 🎨 - bouazzaayyoub
    • Mohammed Daoudi - DevOps Engineer 🐬 - Iduoad

πŸ“ License

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

🌟 Support

If you find this project useful or interesting, please consider giving it a star ⭐ on GitHub. Your support is greatly appreciated! Also, if you have a moment, don't forget to make a duaa 🀲 for us. Thank you for your support!

βš™οΈ Key Features

  • Deep learning model built with DeepLearning4j 🧠
  • REST API 🌐
    • Upload an image πŸ–ΌοΈ
    • Classify the image πŸ”
    • Display the classification result πŸ“Š
  • Dockerized application 🐳
  • CI/CD pipeline - Github Actions πŸ€–
  • NextJs frontend application
    • Home page 🏠
    • Upload page πŸ“€
    • About page ℹ️
  • Mobile responsive πŸ“±

herb-classifier-api's People

Contributors

miliariadnane avatar iduoad avatar

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