MMDetection is an open source object detection toolbox based on PyTorch. It is a part of the OpenMMLab project. The main branch works with PyTorch 1.8+. Major features Modular Design We decompose the detection framework into different components and one can easily construct a customized object detection framework by combining different modules. Support of multiple tasks out of box The toolbox dire