Blight-Disease-Classification-FullStack

Full stack Deep Learning Project Using Convolution Neural Network

This project is built for blight disease classification. Blight diseases, which affect plants, trees, and crops, are caused by various pathogens such as bacteria, fungi, or oomycetes. These diseases can have significant effects on agriculture, ecosystems, and even human population.

Check out the website!! https://blight-disease-classification.pages.dev/

Technology stack for the project:

CNN

Kaggle

For the data set

Frontend

React Js used for the creating the website application. Website link:https://blight-disease-classification.pages.dev/

Backend

Server and ML operations were implemented. tf serving and Api were created for the project. Api and Tf serve.

Training the Model

Quantization and Tensorflow lite.

Deployment on Google Cloud Platform

Deploying the TF Model on GOOGLE CLOUD

Postman used.