Step by step guide to training Detectron2 detection models on GPU -Part 1

Part 1- The first part is about setting up the docker container for detectron2. The architecture of the detection model is a Faster region proposal convolutional neural network (FRCNN) with a Feature pyramid network(FPN) and the backbone is resnet101. We will learn the steps to train a multiclass model. Detectron2 is created by the Facebook research team. This is the official GitHub repository of Detectron2.