The purpose of this project is to help farmer in fertilizer usage. Take a picture of paddy leaf and make nitrogen level classification using web app. So they can use nitrogen fertilizer wisely.
The web app is local host and I will put a demo below.
All necessary files and pretrained weights are included. I train and evaluate the simple nn model and deploy that model to web app. Pretrained weights are in deployment/savemodel folder
Here is the demo... https://user-images.githubusercontent.com/30900212/230704225-97e1364b-ccd3-4137-b469-d11fa6141376.mp4