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PlogPayouts

GDSC Soltuion Challenge 2024

To bring about an effective change in the garbage collection process and also tackle the social stigma regarding the position and work of garbage collectors to harbour a cleaner and greener environment, working together without any social differences.

Demo

Website (Preview of Features)

Website

App (Preview of Features)

App

YouTube (Project Demo)

Youtube Video Link

Tech Stack

Client: Flutter, HTML, CSS JavaScript, Bootstrap

Backend: Flask, Python, Django, Keras, OpenCV, YOLOv8

Storage: Firebase Firestore, Realtime Database, SQLite

Other Tools: GCP VM Instances, Mapbox, Render, Docker

Features

  1. Categorization of Trash w/ Deep Learning

Used Transfer Learning on the VGG19 model along with a custom dataset combined with open-sourced and hand-labelled ones.

  1. Reward System

-> Earn points for each category and count (using YOLOv8) of litter collected during plogging and once the garbage collected has been verified by the Garbage Collector on-site (so the garbage collected does reach to a factory through the worker), points are sent.

-> Redeem points in the 'Store' for gift cards.

-> The categorization of garbage is intended for smoothing out the process of post-garbage collected by already organizing the garbage as much as possible.

  1. Map Location

Genetic Algorithm automatically finds the best route for the locations of trash sites marked as 'Favourite' so as to cater to their jogging times (up to 3 max).

  1. Blog System

Share plogging experiences, environmental tips, and success stories through the integrated blog system, bringing the community together and breaking the social stigma of how 'garbage collectors' are perceived.

Requirements

Please install the following requirements before proceeding with the next steps

Server

Docker

App

Android Studio
Flutter SDK

  1. Ensure that you are able to run Flutter apps locally by installing the following packages

  2. Run the following command to ensure your system meets the requirements to run the app. All requirements must be met to run the app.

     flutter doctor

Run Locally

Server

Pull the server image from DockerHub

  docker pull yuvrajsingh9886/plogpayouts-server:v1.0

Run the server image

  docker container run -d -p 8080:8080 yuvrajsingh9886/plogpayouts-server:v1.0

Website

Clone the project

  git clone https://github.com/anurag6569201/PlogPayouts.git

Go to the project directory

  cd webapp

Create a virtual environment

  mkvirtualenv envname

Activate virtualenv

  workon envname

Install dependencies

  pip install -r requirements.txt

Run the website Locally

  python manage.py runserver

App

  1. Run the following commands to download all required dependancies.
flutter clean
flutter pub get
  1. Run the following command to run the app on an emulator/real device
flutter run

License

MIT

Authors