YOLOv5 [https://blog.roboflow.com/yolov5-improvements-and-evaluation/] is one of
the most popular object detection networks in the world, and now object
detection isn't the only trick up its sleeve!
When training any machine learning model, you must trade off inference speed for accuracy. Larger models with more parameters are uniformly more accurate, and smaller models with fewer parameters are uniformly faster to infer.