[ENH] Add consistent badges

[surchs]

• Closes #Standardize README badges across repos planning#200

Changes proposed in this pull request:

Checklist

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• PR has an interpretable title with a prefix ([ENH], [FIX], [REF], [TST], [CI], [MNT], [INF], [MODEL], [DOC]) (see our Contributing Guidelines for more info)
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• Tests have been added

For bug fixes:

• There is at least one test that would fail under the original bug conditions.

Summary by Sourcery

Enhancements:

• Update badges in README.md to use a consistent style with flat-square design.

[sourcery-ai]

Reviewer's Guide by Sourcery

This PR updates the badges in the README.md file to use a more consistent style and adds additional badges. The changes implement a uniform flat-square style for all badges, adds links to relevant resources, and includes new badges for GitHub branch checks and Docker pulls.

No diagrams generated as the changes look simple and do not need a visual representation.

File-Level Changes

Change	Details	Files
Updated badge styling and information display	Standardized all badges to use flat-square style Added hyperlinks to relevant resources in badges Updated badge colors and logos for better visual consistency Added new badges for GitHub branch checks and Docker pulls statistics	README.md

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[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 97.17%. Comparing base (9c32acb) to head (67cc4f8).
Report is 2 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #141   +/-   ##
=======================================
  Coverage   97.17%   97.17%           
=======================================
  Files          23       23           
  Lines         707      707           
=======================================
  Hits          687      687           
  Misses         20       20           

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

[sourcery-ai]

Hey @surchs - I've reviewed your changes - here's some feedback:

Overall Comments:

• Please fill in the 'Changes proposed in this pull request' section of the PR description to document what was changed.

Here's what I looked at during the review

• 🟢 General issues: all looks good
• 🟢 Security: all looks good
• 🟢 Testing: all looks good
• 🟢 Complexity: all looks good
• 🟢 Documentation: all looks good

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[rmanaem]

Don't forget to add PR label 🧑‍🍳