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Bearing Classification #477

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YashSachan2
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Pull Request for ML-Crate 💡

Issue Title: Bearing Classification

  • Info about the related issue (Aim of the project) : To identify healthy and faulty bearings
  • Name: Yash Sachan
  • GitHub ID: YashSachan2
  • Idenitfy yourself: KWOC-23

Closes: #252

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

Bearing Classification using ML models

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? ⚙️

Through Accuracy

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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github-actions bot commented Jan 2, 2024

Our team will soon review your PR. Thanks @YashSachan2 :)

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@abhisheks008 abhisheks008 left a comment

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  1. Remove the csv files from the Model folder.
  2. Add the accuracy scores images in the README.md file.
  3. Try to upgrade the models and achieve an accuracy of at least 80%.

@YashSachan2

@abhisheks008 abhisheks008 added Requested Changes ⚙️ Some changes have been requested in this PR. wontfix ❌ This will not be worked on and removed Requested Changes ⚙️ Some changes have been requested in this PR. labels Jan 3, 2024
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Bearings Classification
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