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disease-identifier's Introduction

Disease-Identifier

This project is developed with Django Web Framework that serves trained CNN architecture to classify the input image into one of the three classes of Apple_healthy, Tomato_healthy and Tomato_Leaf_Mold.

Live Demo

For live demo. Click here

Installation

Use the package manager pip to install library dependicies for this project.

pip install -r requirements.txt

Or you can create virtual environment

Python3 -m virtualenv envname

then install library requirements on it.

Now, change the directory to DiseaseIdentifier and start the server as:

python manage.py runserver

Copy the hosted url in the browser and you are good to go.

Convolutional Neural Network

Below given are the screenshots of Model.

CNN Architecture

CNN ARCHITECTURE

Training Accuracy

Training Accuracy

Training Loss

Training Loss

Validaion Accuracy

Validaion Accuracy

Validaion Loss

Validaion Loss

Screenshots of the Application

Below given are the screenshots of the project.

Landing Page

Landing Page

Signup Page

Signup Page

Login Page

Login Page

Dashboard Page

Dashboard Page

Result Page

Result Page

Report Page

Report Page

disease-identifier's People

Contributors

roshangurungsr avatar

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