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genpark-bounding-box-iou-coordinate-normalizer-skill

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SUMMARY

2D bounding box normalizer, IoU calculator, and Non-Maximum Suppression (NMS) engine for vision agents

README.md

genpark-bounding-box-iou-coordinate-normalizer-skill

Bounding box normalizer and Non-Maximum Suppression (NMS) engine computing IoU overlaps and coordinate space mappings.

Architecture

flowchart TD
    Boxes[Raw Model Detections] --> Normalizer[Coordinate Space Normalizer]
    Normalizer --> IoUEngine[Intersection over Union Calculator]
    IoUEngine --> NMS[Greedy NMS Filtering]
    NMS --> CleanBoxes[Deduplicated Object Targets]

Features

  • Flexible Coordinate Formats: Supports [0, 1], [0, 1000], and absolute pixels.
  • Fast IoU & NMS: Pure Python implementation with zero C/torch dependencies.

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