hackathon

SustainaVerse

Product Developed for CresCon 2024 Hackathon

Project Title

This document provides user and developer insight into the Tree Carbon Absorption Estimation web application that will aid the administrate with visual display of their own land area for future planning with sustainable development utilising satellite imagery to detect trees within a specified area and estimates the potential carbon absorption of that tree cover.

!!!!Only JPEG OR JPG Images are allowed!!!!

Description

Would allow the administrate to plan their future choices with sustainability, that will result in

Direction towards net zero carbon footprint
Increase Carbon absorption
Increase O2 production
Estimation will work on the criteria by segmenting image into major 3 parts:
Total area covered by trees
Total area covered by Buildings / Construction
Total area that can be used for plantation

Tech Stack

Python (Flask)
HTML
CSS
Vanilla JavaScript
PyTorch
YOLO (You Only Look Once)

Installing

pip install -r requirements.txt

Executing program

cd hackathon
python3 app.py

Authors

Abdul Salam M @abdul-28930
Akshay Prashad M K @Akshay-Prashad
Farhan M @FarhanIbrahim03
Muhammad Mafaz @Mafaz03
Muhammad Hamdan @Hamdan0712

License

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

Website Video

https://github.com/abdul-28930/hackathon/assets/51827927/dfb6b0ee-8fd1-425d-a07e-83c2442aaeb5

Model Demo

https://github.com/abdul-28930/hackathon/assets/51827927/c5d8bbac-9471-4b58-ba49-0c03b7f62532