This repository provides a TensorFlow implementation of YOLO (You Only Look Once), a well-known real-time object detection system. It includes utilities for training the model on standard computer vision datasets like Pascal VOC, converting data to TFRecord format, and running detection tests on images. The implementation handles the complete ML workflow from data preprocessing to model training and inference.