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Added Grad cam visualizer #883

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@AMS003010 AMS003010 commented Jul 29, 2024

Pull Request for DL-Simplified 💡

Issue Title : Heatmap Visualization of a Image Classification Model like Xception using GRAD-CAM

  • Info about the related issue (Aim of the project) : Files for the Heatmap Visualization of a Image Classification Model like Xception using GRAD-CAM has been added
  • Name: Abhijith M S
  • GitHub ID: AMS003010
  • Email ID: [email protected]
  • Idenitfy yourself: GSSOC'24

Closes: #880

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

I have added the grad_cam_visualizer.ipynb file under Model folder and a image under Images folder.
I have added the requirements.txt and a README.md as well.

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? ⚙️

It has been tested with the python interpreter in a virtual environment

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 @AMS003010 :)

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@abhisheks008 abhisheks008 left a comment

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Hi @AMS003010 please follow the project structure and implement at least 3 models for this problem statement.

@abhisheks008 abhisheks008 added Status: Requested Changes Changes requested. gssoc Girlscript Summer of Code 2024 labels Aug 2, 2024
@abhisheks008 abhisheks008 added wontfix ❌ This will not be worked on and removed Status: Requested Changes Changes requested. gssoc Girlscript Summer of Code 2024 labels Aug 11, 2024
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Heatmap Visualization of a Image Classification Model like Xception using GRAD-CAM
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