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Non-Maximum Suppression for Object Detection

  • Non-Maximum Suppression (NMS) is a technique used in object detection to eliminate redundant bounding box predictions.
  • Object detection models often produce multiple overlapping boxes with different positions and scores.
  • NMS ensures that only the highest-quality predictions remain by removing overlapping boxes that likely refer to the same object.
  • NMS is crucial for improving the quality of object detection outputs and is beneficial for downstream applications such as tracking and classification.

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