/RempahRia

Capstone Project - Bangkit Academy Team C241-PS229

Team Members – C241-PS229

Member Student ID Path University
Seprina Dwi Cahyani M189D4KX2605 Machine Learning Universitas Bengkulu
Redo Hariyadi M189D4KY1745 Machine Learning Universitas Bengkulu
Fachrurazi M189D4KY1656 Machine Learning Universitas Bengkulu
Nabila Rizqi Mahardika C200D4KX0404 Cloud Computing Universitas Diponegoro
Syahira Isnaeni Dewi C200D4KX1107 Cloud Computing Universitas Diponegoro
Laka Fatchan Mubina A007D4KY3508 Mobile Development Universitas Dian Nuswantoro
Arindra Rifky Saputra A283D4KY4505 Mobile Development Universitas Negeri Semarang

RempahRia

RempahRia app preview

Spices play an important role in culinary traditions worldwide, adding flavor, aroma, and health benefits to dishes. However, identifying and differentiating various spices can be challenging, especially for those unfamiliar with them, as some spices are almost 90 percent similar. To address this, we created “RempahRia,” an Android app that uses a smartphone’s camera to capture real-time images of spices. Powered by a Convolutional Neural Network (CNN) algorithm with the VGG16 technique, it ensures high accuracy in spice recognition. With advancements in technology, RempahPedia empowers users exploring local markets, experimenting in the kitchen, or seeking new recipe inspiration, helping them unlock the full potential of spices with precision and ease.

Download App

Click here to download RempahRia APP.

Demo App

DEMO.APP.mp4

Built with

  • Machine Learning:

    • Python
    • TensorFlow
    • Google Colab

  • Mobile Development:

    • Figma
    • Android Studio
    • Kotlin

  • Cloud Computing:

    • Google Cloud Run
    • Docker
    • Flask

Getting Started

  • Prerequisites:

    • Android
    • Internet Connection
    • Access to camera

  • Installation:

    • Download the .apk file
    • Install the app and happy using

Features of RempahRia APP

  • Detect spices predictions using camera
  • Education about the benefits of spices
  • Interesting facts about spices

Repository Branches

In our project is divided into four branches:

Contact

Nama LinkedIn
Seprina Dwi Cahyani LinkedIn
Redo Hariyadi LinkedIn
Fachrurazi LinkedIn
Nabila Rizqi Mahardika LinkedIn
Syahira Isnaeni Dewi LinkedIn
Laka Fatchan Mubina Instagram
Arindra Rifky Saputra LinkedIn