This repository provides a complete implementation of FPN (Feature Pyramid Networks) for object detection in TensorFlow. It supports training and inference pipelines for detection models using a ResNet backbone, tfrecord data format for efficient data loading, and includes references to rotation detection extensions (R2CNN, RRPN). The project supports GPU acceleration via CUDA and provides Docker environment setup for reproducibility.