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Published 3 months ago • verified publisher icon UTSAVS26

Create butterfly_classification.ipynb

Open Teja-m9 opened this issue 1 year ago • 2 comments

Pull Request for PyVerse 💡

Requesting to submit a pull request to the PyVerse repository.

Issue Title

Please enter the title of the issue related to your pull request.
Enter the issue title here. Buttefly image classification using deep learning Techniques

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Info about the Related Issue

What's the goal of the project?
Describe the aim of the project. The main aim of this is to classify butterflies by uisng the images of them

  • [ ] I have described the aim of the project.

Name

Please mention your name.
Enter your name here. Mamidisetty SivaRamaTeja

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GitHub ID

Please mention your GitHub ID.
Enter your GitHub ID here. Teja-m9

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Email ID

Please mention your email ID for further communication.
Enter your email ID here. [email protected]

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Identify Yourself

Mention in which program you are contributing (e.g., WoB, GSSOC, SSOC, SWOC).
Enter your participant role here. GSSOC CONTRIBUTER

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Closes

Enter the issue number that will be closed through this PR.
Closes: #issue-number #62

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Describe the Add-ons or Changes You've Made

Give a clear description of what you have added or modified.
Describe your changes here. I have created a new butterfly image classification using the cnn architecture and also used the data augumentation techniques to improve my data and also i got an accuracy of 85 % for this one and i am using the kaggle buterlfy calssification dataset for this

  • [ ] I have described my changes.

Type of Change

Select the type of change:

  • [ ] Bug fix (non-breaking change which fixes an issue)
  • [y ] New feature (non-breaking change which adds functionality)
  • [ ] Code style update (formatting, local variables)
  • [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • [ ] This change requires a documentation update

How Has This Been Tested?

Describe how your changes have been tested.
Describe your testing process here. I have tested this by using some online pics of various butterflies

  • [ ] I have described my testing process.

Checklist

Please confirm the following:

  • [Y ] My code follows the guidelines of this project.
  • [ Y] I have performed a self-review of my own code.
  • [ Y] I have commented my code, particularly wherever it was hard to understand.
  • [Y ] I have made corresponding changes to the documentation.
  • [Y ] My changes generate no new warnings.
  • [Y ] I have added things that prove my fix is effective or that my feature works.
  • [ Y] Any dependent changes have been merged and published in downstream modules.

Teja-m9 avatar Oct 11 '24 10:10 Teja-m9

👋 Thank you for opening this pull request! We're excited to review your contribution. Please give us a moment, and we'll get back to you shortly!

Feel free to join our community on Discord to discuss more!

github-actions[bot] avatar Oct 11 '24 10:10 github-actions[bot]

hey @UTSAVS26 i created a pull request and please review on this and i am complete my task and i got an accuracy of 85%

Teja-m9 avatar Oct 11 '24 10:10 Teja-m9