# Pretraining on ImageNet for YOLOv1

It is mentioned in the YOLOv1 paper that the authors pretrained their network on ImageNet with a resolution of (224,224), but while training for detection tasks, they use a resolution of (448,448). Why not pretrain the classification head on this larger resolution and use that instead?