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Potato Disease Classification done by using deep-learning and for the sake of knowing various diseases caused to Potato plant and for quick remedial action. Link of the website 👇

Home Page: https://bit.ly/3A0gIY0

License: MIT License

Python 0.08% Jupyter Notebook 98.37% PureBasic 1.15% Shell 0.01% HTML 0.06% CSS 0.03% JavaScript 0.32%
agriculture classification cnn deep-learning keras-tensorflow potato-disease reactjs tf-serving web-development

potato-disease-classification's Introduction

Potato-Disease-Classification 💻👨‍🌾🥔

One can find all of the source code required for classifying various potato diseases.
The deep-learning model is built using Keras and Tensorflow building CNN-Architeture.
It is supported at backend by Fast-API and tf-serving.
The intiuative and imersive UI/frontend is built using React.js with Material-UI.
This all makes my full-stack web-application capable of classifying potato diseases by letting users to upload the leaf image at ease.

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