Skip to content

CleanSight is a Software cum Hardware integration of a Machine Learning model for Garbage Detection and an UAV, furthermore the application generates a comprehensive heatmap of geolocation to easily map out the trash hotspots

Notifications You must be signed in to change notification settings

sarty-definite/CleanSight

Repository files navigation

CleanSight

screenshot

Problem Statement

Tourist spots at inaccessible areas are very inefficient to clean. One of the main issue being Fuel Expensive and spotting out the garbage which can eventually lead to natural calamity like Landslides due to soil erosion

Our Solution

We created a software cum hardware solution that takes visual insights through a UAV(Unmanned aerial vehicle) and detects inorganic trash pileups to send the geolocation to the software that generates a comprehensive geolocation heatmap.

Tech Stack

  • Mongo DB
  • Roboflow JS
  • Replit
  • Figma
  • Taipy
  • Rest API
  • JavaScript
  • Python
  • IOT

Installation

  • Clone the repository
  • Install the dependencies by pip install -r requirements.txt
  • Run the script by taipy run main.py

Team Members

  • Sarthak Goel : Backend Developer
  • Varun Sharma : UAV Researcher
  • Harshita : UI/UX, Graphics and Documentation
  • Hemant Kathuria : Front End Developer

PowerPoint Presentation

https://www.canva.com/design/DAFzP0BjYK8/lK4lXplGNUfQZRrxbVXSjw/edit?utm_content=DAFzP0BjYK8&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton

Video Demo

https://www.youtube.com/watch?v=_jrCYGrMTVQ

Track Prizes

  • Taipy
  • Mongo DB
  • Github
  • Replit
  • Go Daddy Domain Registry (cleansight.co)

About

CleanSight is a Software cum Hardware integration of a Machine Learning model for Garbage Detection and an UAV, furthermore the application generates a comprehensive heatmap of geolocation to easily map out the trash hotspots

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published