Plant Disease Detection Application

Flow Chart of our Application

We've used weight pruning technique to get efficiency in CNN models

Weight pruning means eliminating unnecessary values in the weight tensors. We are practically setting the neural network parameters’ values to zero to remove what we estimate are unnecessary connections between the layers of a neural network. This is done during the training process to allow the neural network to adapt to the changes.

API used in this project

You can get the code here : https://github.com/madhavtripathi05/green-lens-api

we have split 9 models in 3 different API each API contains three models so the response time as well as the server load can be decreased as we've hosted it on heroku.

API Port and host

you can change host and port number in app.js File

Mobile Application

Splash Screens

Home Screen and Detection

Profile and Community

Weather Details