Refactor: Optimize annotate method in BoxAnnotator for performance and scalability - #1776
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suyashw wants to merge 2 commits into
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Refactor: Optimize annotate method in BoxAnnotator for performance and scalability#1776suyashw wants to merge 2 commits into
suyashw wants to merge 2 commits into
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suyashw
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Jan 14, 2025
suyashw
commented
- 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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@suyashw thanks a lot for your interest in supervision. @suyashw / @soumik12345 have any of you measured annotator performance before and after that change? |
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