FreeAnchor is an implementation of a NeurIPS 2019 paper on object detection. It provides an alternative to the IoU-based anchor matching strategy used in traditional one-stage detectors by learning to match anchors for each object. The repository builds on maskrcnn-benchmark and includes pre-trained models with multi-scale training and testing support on the COCO dataset.