/MNREGA_Hackanova_thisDot

Transparent and Corruption-free MNREGA - by team thisDot made in Hackanova 2.0

Primary LanguageJupyter Notebook

Transparent and Corruption-free MNREGA


An add-on layer to current government's MNREGA system to provide a more transparent, easy-to-use and corruption-free environment.

Summary

  • built add-on layer to enhance existing MNREGA application
  • plagiarism check using object detection and classification
  • utility features such as OCR and AR ruler
  • impacts employment of 80 million people directly

What is MNREGA ?

MNREGA stands for Mahatma Gandhi National Rural Employment Guarantee Act. It's objective is to

  • Provide 100 days of guaranteed wage employment to rural unskilled labour
  • Increase economic security
  • Decrease migration of labour from rural to urban areas

It gives a significant amount of control to the Gram Panchayats for managing public works, strengthening Panchayati Raj Institutions. Gram Sabhas are free to accept or reject recommendations from Intermediate and District Panchayats.

It incorporates accountability in its operational guidelines and ensures compliance and transparency at all levels.

Current system and it's issues

working

Once work is allocated and workers are assigned work, The MGNREGA Spatial Enumerator (MSE) officer uploads images of progress about the project at three stages

  • beginning of project
  • half way through the project
  • on project completion and all these information is publicly available on governments site.

shortcoming

Even with all the check present in current system there are some major shortcomings such as:

  • lack of check for uploaded images
  • lack of ease of access
  • lack of check for plagiarism

Example

One such example of mis-happening is presented below:

You can check out all projects and their details on Bhuvan-MGNREGA by Ministry of Rural Development.

If you will navigate to Uttar Pradesh -> Faizabad, you find this peculiar project where a canal line project is supposed to be built, but you can see the progress for yourself; is it correct ?


Faizabad, Uttar Pradesh, India

Our Solutions

Goal Description
Transperancy Open Database & ease of use
Corruption - Object detection ML model
- classification MLmodel
- plagarism checker
Utility - OCR
- Augmented Reality


Our system flow


Tech stack

Demo


Main app demo


AR ruler app demo

Event detail

We made and presented this project in Hackanova 2.0 by TCET Mumbai a 30 hour hackathon and won 1st prize in the Open Innovation category.


Hackanova 2.0 - Open Innovation winners


Hackanova 2.0

Team detail