V
Vriksha
Plant today to breathe tomorrow
Created on 26th March 2023
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V
Vriksha
Plant today to breathe tomorrow
The problem Vriksha solves
To provide data about tree cover in an area. One of the most challenging problems India and other G20 countries are facing is the lack of availability of enough data for analysis and prediction. Data helps predict climate change patterns in R&D. We have developed a tool that can collect tree data from satellite imagery using a deep learning model to find out the tree cover in a particular area. It has wide applications like monitoring the deforestation rate, urban planning, etc. We also developed a android app which can classify your surrounding into 3 regions based on the above DL model we developed
Challenges we ran into
Collecting quality dataset and choosing between ML models
Technologies used
Discussion
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