This repository provides a PyTorch implementation of YOLOv2 (You Only Look Once v2), a single-shot object detection system originally from the darknet framework. It includes the model architecture, training utilities, and inference code for detecting objects in images. The implementation uses Cython extensions for post-processing optimization and supports the VOC dataset for evaluation.