Using the Pets dataset, we illustrate how Object Detection is done using RetinaNet/ Resnet, fastai library and IceVision framework. Discussion on bounding boxes and the COCOMetric mean Average Precision is done.
Hope this helps you on your ML/DL/AI journey!
Maria