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Skin Disease Classification using Deep Learning Models #971

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@pacificrm pacificrm commented Oct 31, 2024

Pull Request for DL-Simplified 💡

Issue Title : Skin Disease Classification using Deep Learning Models

  • Info about the related issue (Aim of the project) : To build a model to classify various Skin diseases
  • Name: Prashant Kumar Mishra
  • GitHub ID: pacificrm
  • Email ID: [email protected]
  • Idenitfy yourself: (Mention in which program you are contributing in. Eg. For a JWOC 2022 participant it's, JWOC Participant) GSSOC-EXT and Hacktoberfest

Closes: #945

Describe the add-ons or changes you've made 📃

Give a clear description of what have you added or modifications made

  • I have visualized and done EDA on the image data.
  • I have build 10 different models for skin disease classification in different ways.
  • I have plotted appropriate graph to compare the model's performance

Type of change ☑️

What sort of change have you made:

  • Bug fix (non-breaking change which fixes an issue)
  • 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 it has been tested
Describe how have you verified the changes made

Everything is visible inside Model/Readme.md or can be verified by running jupyter Notebook.

Checklist: ☑️

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

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Our team will soon review your PR. Thanks @pacificrm :)

@pacificrm
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@abhisheks008 Kindly review this and let me know if any changes are required. Thank you.

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@abhisheks008 abhisheks008 left a comment

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  1. Update the file name inside the Dataset folder. It should be renamed as README.md instead of datasetLink.txt.
  2. Update the Model/Readme.md file name to README.md.

@pacificrm

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pacificrm commented Nov 6, 2024

@abhisheks008 The requested changes have been addressed. Please check. Thank you !

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Skin Disease Classification using Deep Learning Models
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