This repository contains a PyTorch re-implementation of PANet (Path Aggregation Network), a computer vision model published at CVPR 2018. The model introduces a path aggregation mechanism to enhance information flow in feature pyramids, improving instance segmentation and object detection performance. It is built on Detectron.pytorch and was ranked 1st place in the COCO Instance Segmentation Challenge 2017.