Chanity

Bangkit Academy 2022 CAPSTONE PROJECT

Chanity is a personality test in the form of Android application that can help users to find out about their personality traits based on the personality test taken. The result will be displayed after users done the test, and they can find out which personality they tend to have from all five traits and also read the details of their traits, strengths, and also weaknesses of their personality traits.

Download Apk : https://storage.googleapis.com/chanityproject/Chanity.apk

Chanity-BangkitCapstone-MobileDevelopment

Screenshots

Development

Requirements

• A Mac or Windows computer.
• Android Studio
• Android Virtual Device (AVD) > API 21

Dependencies

dependencies {
    // Firebase
    implementation platform('com.google.firebase:firebase-bom:30.0.2')
    implementation 'com.google.firebase:firebase-analytics-ktx'
    implementation 'com.google.firebase:firebase-auth-ktx'

    // Tensorflow
    implementation 'org.tensorflow:tensorflow-lite:0.1.100'
    implementation 'org.tensorflow:tensorflow-lite-support:0.1.0'
    implementation 'org.tensorflow:tensorflow-lite-metadata:0.1.0'
}

Plugins

plugins {
    id 'com.android.application'
    id 'org.jetbrains.kotlin.android'
    id 'com.google.gms.google-services'
}

Clone this App

Clone

$ git clone https://github.com/GeraldoJulius/Chanity.git

Open in Android Studio

• File -> Open -> Navigate to folder that you clone this repo -> Open

Run this project on AVD

• Start AVD -> Run 'app'

Build this app

• Build -> Build Bundle(s)/APK(s) -> Build APK(s)

Chanity-BangkitCapstone-MachineLearning

Dataset and model

• Dataset: https://www.kaggle.com/datasets/tunguz/big-five-personality-test
• Model: https://drive.google.com/file/d/1ABMnPy5bV0P7gYqK2gOU5et5WqyIO3cA/view?usp=sharing

Note

• Clustering using KMeans from Scikit-Learn Library
• Modeling using ANN Model with 96% Accuracy

Accuracy

Result Prediction

Chanity-BangkitCapstone-CloudComputing

Firebase

Authentication