Cassava Leaf Disease Classification

[abhisheks008]

ML-Crate Repository (Proposing new issue)

🔴 Project Title : Cassava Leaf Disease Classification
🔴 Aim : The aim of this project to classify the leaf disease based on the given dataset.
🔴 Dataset : https://www.kaggle.com/datasets/nirmalsankalana/cassava-leaf-disease-classification
🔴 Approach : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.

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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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🔴🟡 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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✅ To be Mentioned while taking the issue :

• Full name :
• GitHub Profile Link :
• Participant ID (If not, then put NA) :
• Approach for this Project :
• What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.)

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Happy Contributing 🚀

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

[CoderOMaster]

@abhisheks008 please assign this to me under JWOC

[CoderOMaster]

@abhisheks008 I just got my last issue merged.Please assign this.
Thank you

[abhisheks008]

Can you please share your approach for solving this issue?

[CoderOMaster]

Approach: Will be using CNN,Resnet,Vgg based architectures,Yolo( if possible since I will explore it side by side),Vision transformers
JWOC 2024

[CoderOMaster]

And can you please share difficulty of this project so I may know the timeline?

[abhisheks008]

Initially this will be marked as Medium label, depending on your work, it can be upgraded. About the timeline, there are no issues with the timeline for me. If you want to take time and come up with a perfect project, it's worth it.

[CoderOMaster]

Please assign this to me.I will take time for this project and make it worthwhile

[CoderOMaster]

@abhisheks008

[abhisheks008]

Assigned @CoderOMaster