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Integrate DeepFace for face analysis #236

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Integrate DeepFace for face analysis #236

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@brukew brukew commented Jan 14, 2025

Description

  • Implemented the DeepFaceAnalysis class, a wrapper for performing face recognition, verification, embedding extraction, and facial attribute analysis using the DeepFace library.

Related Issue(s)

Task [video analysis] face analysis
#192

Motivation and Context

  • Centralizes the use of DeepFace functionalities, ensuring compatibility with Senselab data structures

How Has This Been Tested?

TBD

Screenshots (if appropriate):

Types of changes

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)

Checklist:

  • I have added tests to cover my changes.
  • All new and existing tests passed.
  • My code follows the code style of this project.

@brukew brukew linked an issue Jan 14, 2025 that may be closed by this pull request
Task [video analysis] face analysis #192
Open
@brukew brukew changed the title created DeepFaceAnalysis class Integrate DeepFace for face analysis Jan 14, 2025
@brukew brukew mentioned this pull request Jan 14, 2025
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Task [video analysis] face analysis
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@brukew