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Refactor: Optimize annotate method in BoxAnnotator for performance and scalability #1776

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Refactor: Optimize annotate method in BoxAnnotator for performance and scalability #1776

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@suyashw suyashw commented Jan 14, 2025

  • Precomputed colors for detections to eliminate redundant function calls.
  • Leveraged NumPy for batch processing of bounding box coordinates.
  • Simplified annotation loop to reduce computational overhead.
  • Improved code clarity by minimizing repetitive checks and type assertions.
  • Enhanced scalability for handling large-scale image annotation tasks.

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CLAassistant commented Jan 14, 2025 •
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