This repository provides a PyTorch implementation of the YOLO v3 object detection model, based on the original darknet implementation. It offers a minimal, well-documented codebase for running object detection inference on images. The project is designed to replace the heavier official implementation with a cleaner, focused version specifically for YOLO detection, along with a detailed tutorial series for learning purposes.