[Project Addition] Plant Pathogen Detection using DL

[Arihant-Bhandari]

Deep Learning Simplified Repository (Proposing new issue)

:red_circle: Project Title : Plant Pathogen Detection using DL
:red_circle: Aim : Detecting images of Plant Pathogens into 4 diseases and healthy.
:red_circle: Dataset : https://www.kaggle.com/datasets/kanishk3813/pathogen-dataset
:red_circle: Approach : Creating custom CNN model as well as 5 pre-trained models for multi-class classification task.

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📍 Follow the Guidelines to Contribute in the Project :

• You need to create a separate folder named as the Project Title.
• Inside that folder, there will be four main components.
  • Images - To store the required images.
  • Dataset - To store the dataset or, information/source about the dataset.
  • Model - To store the machine learning model you've created using the dataset.
  • requirements.txt - This file will contain the required packages/libraries to run the project in other machines.
• Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

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:red_circle::yellow_circle: Points to Note :

• The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.
• "Issue Title" and "PR Title should be the same. Include issue number along with it.
• Follow Contributing Guidelines & Code of Conduct before start Contributing.

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:white_check_mark: To be Mentioned while taking the issue :

• Full name : Arihant Bhandari
• GitHub Profile Link : https://github.com/Arihant-Bhandari
• Email ID : arihant.bhandari.2004@gmail.com
• Participant ID (if applicable): Arihant Bhandari (eternal_insight)
• Approach for this Project : using pretrained and custom cnn models for classification (pre-trained: resent50, vgg16, inception, xception)
• What is your participant role? (Mention the Open Source program) GSSoC 2024 Contributor

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  Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

[github-actions[bot]]

Thank you for creating this issue! We'll look into it as soon as possible. Your contributions are highly appreciated! 😊

[Arihant-Bhandari]

hi @abhisheks008 i want this to be the project after cotton disease, pls assign this on cotton disease PR merger. pls assign this at that time.

thank you as always for your time and effort.

[Arihant-Bhandari]

hi @abhisheks008 pls assign this as my next project, thank you as always

[abhisheks008]

Assigned @Arihant-Bhandari

[github-actions[bot]]

Hello @Arihant-Bhandari! Your issue #768 has been closed. Thank you for your contribution!