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darknet19

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A modular YOLOv2 implementation in PyTorch with the Darknet-19 backbone. Includes dataset handling (VOC), letterbox preprocessing, training loop, custom loss, decoding, NMS, and VOC07 mAP evaluation. Designed for clarity, reproducibility, and research use, with unit tests and visualization tools.

  • Updated Sep 23, 2025
  • Python

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