https://github.com/alphax86/ibm-project-fert_rec

Fertilizers Recommendation System For Disease Prediction
https://github.com/alphax86/ibm-project-fert_rec

Last synced: 9 days ago
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Fertilizers Recommendation System For Disease Prediction

• Host: GitHub
• URL: https://github.com/alphax86/ibm-project-fert_rec
• Owner: alphaX86
• Created: 2022-09-17T17:12:26.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-10-29T10:53:18.000Z (about 1 year ago)
• Last Synced: 2024-11-10T04:02:23.281Z (2 months ago)
• Language: Jupyter Notebook
• Size: 60.5 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Fertilizers Recommendation System For Disease Prediction 

## Description

Agriculture is the most important sector in today’s life. Most plants are affected by a wide variety of bacterial and fungal diseases. Diseases on plants placed a major constraint on the production and a major threat to food security. Hence, early and accurate identification of plant diseases is essential to ensure high quantity and best quality. In recent years, the number of diseases on plants and the degree of harm caused has increased due to the variation in pathogen varieties, changes in cultivation methods, and inadequate plant protection techniques. 

An automated system is introduced to identify different diseases on plants by checking the symptoms shown on the leaves of the plant. Deep learning techniques are used to identify the diseases and suggest the precautions that can be taken for those diseases. 

## Project Category

AI

## Project Level

![Badge](https://img.shields.io/badge/Level-Advanced-red)

## Project Code

[Source Code](./Final%20Deliverables/Source%20Code/)

## Tools Used

- [Tensorflow](https://tensorflow.org)

- [Keras](https://keras.io)

- [IBM Cloud](https://cloud.ibm.com)

  - [IBM Watson Studio](https://www.ibm.com/cloud/watson-studio)

  - [IBM Cloudant DB](https://www.ibm.com/in-en/cloud/cloudant)

- [Numpy](https://numpy.org/)

- [Flask](https://flask.palletsprojects.com/)

- [Docker](https://www.docker.com/)

- [Helm](https://helm.sh/)