yashkusumkar02 / plants-disease-detection

Plants health monitoring through iot and plants disease detection using machine learning in flutter

Plants-Disease-Detector

A Smart-Farming solution for farmers to ease the process of farming with the help of IOT and ML . It provides the farmers a way to monitor their farms with IOT smart solutions and early plants disease detection through ML

AarogyaSheti App

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Tech stack

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Features:

1. Plants Disease Detection:

   Developed an Android application that detects plant diseases using Convolutional Neural Network (CNN) using Plant Village dataset will contains 54,304 images of 14 different crops species. The model is exported to android app so we can directly scan photo throught the app for detecting diseases.

2. Plants Disease Remedies:

   The app not only detects disease but also suggests possible remedies, fertilizers and pesticides to be used to cure the disease.

3. Plants Health Monitoring:

   IOT device will give real time temperature, humidity and moisture value to check good conditions for crops including fertility of soil. These data will directly be fetched and shown on the app. Also the app will notify when to water crops based on plants condition.

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ScreenShots: