This repository provides a complete implementation of YOLOv3 (You Only Look Once) object detection in PyTorch. It supports training custom models with configurable loss functions, optimizers (Adam/SGD), learning rate schedulers, multi-GPU training, and evaluation metrics including mAP. The codebase includes inference, video prediction, and batch processing capabilities.