Save Mango - Mango🥭 Plant🌱 Disease🐛 Detector 🔎

ML Powered App to assist farmers in plant disease detection and solve.

Product Walkthrough

app.video-1.mp4

Download Product Apk here

Solutions

System to detect the desease and warn, also give solutions.

Disease Detection using Machine Learning Model enabled through Android app.

Solution to overcome the problem once it arises.

Mode of spread, survival and management is suggested for the disease detected by the app using ML model.

Machine Learning Model

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• Framework : ---
• Architecture : ---
• Validation Accuracy : ---

How to train

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How It Works

The input image dataset is converted to tensor and is passed through a --- model, returning an output value corresponding to the plant disease. Input image tensor is passed through ---four--- convolutional layers and then flattened and inputted to fully connected layers.

App

Download Product Apk here

Flutter version

2.10.3

To Run App

$ cd app
$ flutter run

To Build App

$ cd app 
$ flutter build apk

Features

• No authentication needed
• Full app features available in offline
• Uses camera or device media to get an image of the crop
• Preview the image and submit it for disease detection
• Result page showing detected disease and survival technique

Tech Stack Used

• Python
• Flutter

Reference

Mode of spread, survival and management information collected from

• http://ecoursesonline.iasri.res.in/

Contributors

Syed Mahfuzur Rahman Flutter Dev

Nosin Ibna Mahbub ML Model