1. Can you improve the single-shot multibox detection by improving the loss function? For example, replace Lị norm loss with smooth L1 norm loss for the predicted offsets. This loss function uses a...

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Extracted text: 1. Can you improve the single-shot multibox detection by improving the loss function? For example, replace Lị norm loss with smooth L1 norm loss for the predicted offsets. This loss function uses a square function around zero for smoothness, which is controlled by the hyperparameter o: if |r| < 1/o?="" u2|="" -="" 0.5/o2,="" otherwise="" f(1)="" (13.7.1)="" when="" a="" is="" very="" large,="" this="" loss="" is="" similar="" to="" the="" li="" norm="" loss.="" when="" its="" value="" is="" smaller,="" the="" loss="" function="" is="">