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PlantDEX (Plant Disease Expert) is a mobile application developed using React Native and FastAPI, designed to assist farmers, gardeners, and agricultural enthusiasts in identifying crop diseases and providing solutions through machine learning (ML) and a large knowledge base (LLMS) of agricultural information.

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PlantDEX

PlantDEX is a revolutionary mobile application designed to empower farmers and agricultural enthusiasts. The app leverages cutting-edge technology to assist in the quick and accurate identification of plant diseases, making crop management more efficient and effective.

Our mission at PlantDEX is to support farmers in safeguarding their crops and ensuring bountiful harvests. By providing a user-friendly platform for disease identification and treatment recommendations, we aim to enhance agricultural productivity and contribute to global food security.

TECHNOLOGIES USED

React Native JavaScript Firebase Python TensorFlow Expo FastAPI Google Cloud

PRE-REQUISITES

  • Python 3.6+
  • Pipenv
  • Yarn

To run the app, run the following in your terminal: run.sh
Follow the instructions on the screen to run the frontend and/or backend.

MODEL ACCURACIES AND DISEASES

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SYSTEM ARCHITECTURE

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CONTRIBUTORS

Avya Rathod

Avyra Rathod

Nikhil I

Nikhil I

Het Gajera

Het Gajera

Riya Batla

Riya Batla

Hrithik Reddy

Hrithik Reddy

Pratham Gohil

Pratham Gohil

About

PlantDEX (Plant Disease Expert) is a mobile application developed using React Native and FastAPI, designed to assist farmers, gardeners, and agricultural enthusiasts in identifying crop diseases and providing solutions through machine learning (ML) and a large knowledge base (LLMS) of agricultural information.

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  • JavaScript 93.1%
  • Python 6.5%
  • Shell 0.4%