Plant buddy

Detection of plant Leaf Disease in real time
Result of the prediction

Inspiration

The inspiration for the project was to help out the society and agriculture sector. What happened was I was listening to the prime minister of India Talk in his interview recently and he said that we need To try to help our agriculture sector that is the backbone of the Indian Economy.

What it does

We built a webpage where we can perform a live detection of plant leaf diseases.

How I built it

For this I acquired the data from a Webiste named PlantVillage which had a data of 9K images of 33 different plants

then i made a model using Keras CNN i used google colabs to Train the model

Link to the model

https://colab.research.google.com/drive/1CsPXjFyFnBwWM28xSSREJ3Z3ncev7Ucn?usp=sharing

this model had a accuracy of around 98%

then i Integrated this Model with Flask and opencv to perform Live detection of images

Then i made use of pandas to integrate Results on the protection like What is this disease,How , any organic controls that could be performed and more.