lililuya / Dataset-Processing-Feedback-1st_batch

Dataset processing for 1st batch

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Dataset-Processing-Feedback

What's this repository for?

  • Processing the 'old people' data and providing a feedback for the photographers who collecting the 'old people' image data.

Centralized Issues in Data Collection.

  • Colors too dark: Facial features are barely distinguishable.
  • Excessive occlusion: Almost 60% of facial features are obstructed.
  • Excessive side profile angle: Side profile exceeds 90 degrees.
  • Motion blur: Face is not clear, and there is ghosting in the hair strands.
  • Insufficient data for a single ID: Facial data for the same person is less than or equal to 2.

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Dataset processing for 1st batch