Pest and Disease Detection System

[snehas-05]

Is there an existing issue for this?

• I have searched the existing issues

Feature Description

I propose to implement a deep learning-based system that lets farmers upload photos of their crops to identify pests or diseases and receive treatment suggestions. This model will analyze images, diagnose issues, and provide targeted recommendations, helping farmers address problems early and effectively.

Use Case

Image Upload Interface: Farmers can easily upload crop photos.
Image Analysis: A trained model detects pests or diseases in images.
Diagnosis and Treatment: Displays identified issues with recommended treatments.
Results Dashboard: Summarizes findings, severity, and suggestions.

Benefits

Timely Intervention: Enables farmers to detect crop health issues early, reducing the spread and damage caused by pests or diseases.
Cost Efficiency: By recommending targeted treatments, farmers can minimize the use of pesticides and adopt more sustainable practices.
Increased Productivity: Healthier crops lead to better yields, positively impacting farmers' productivity and profitability.

Add ScreenShots

No response

Priority

High

Record

• I have read the Contributing Guidelines
• I'm a GSSOC'24 contributor
• I have starred the repository

[github-actions]

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions or additional information, feel free to add them here. Your contributions are highly appreciated! 😊

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.

[manikumarreddyu]

Are you going to implement
1.api
2.frontend for that api

@snehas-05

[snehas-05]

Yes, I plan to implement both the API and the frontend integration for it.

[manikumarreddyu]

create a separate api with name pest-and-disease-detection-api and frontend page with PestDetection.jsx

[github-actions]

Hello @snehas-05! Your issue #766 has been closed. Thank you for your contribution!