B

Blow the Garbage

Helps the cleaners clean the messy roads Provides an easy platform to accomplish the Swachha Bharat Mission Attempts of reducing the load over officials by using Machine Learning.

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Created on 26th December 2019

B

Blow the Garbage

Helps the cleaners clean the messy roads Provides an easy platform to accomplish the Swachha Bharat Mission Attempts of reducing the load over officials by using Machine Learning.

The problem Blow the Garbage solves

For User:

Login/Sign Up
Select garbage proximity
Accordingly select/search location (on Map), capture/upload image or upvote existing garbage point
ML prediction happens
In case of false prediction send Image for verification to the Admin
Feedback/complaint/review submission.

For Admin:

Authority to add/delete cleaner
Verify garbage cleaning requests (notified by the app vie notification channel)
Read reviews/feedbacks/complaints
View cleaners’ performance data
View graphs/stats related to monthly/yearly cleaning requests.

For Cleaner:

App notifies about newly added gapbage collection point in their alloted area and they can view them
App gives them shortest path to traverse so that all garbage is collected in one ride.
View one’s own stats/graphs.

Challenges I ran into

We were unable to get much sample data for training Tensorflow model to detect garbage, so we instead used a model to detect Laptop/ Notebook for the purpose.

Discussion

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