Detectron2 is a powerful image and video object detection model from Facebook AI Research (FAIR) that is developed with PyTorch. This demo performs image object detection using Detectron2, and it is coded using Python running on Flask and Apache in a Docker container. To run the demo, select an image (or use the default image displayed below) and then click the Process Image button. Once analysis is complete, a processed image is displayed below along with masks that identify detected objects within the image.