Speeding Up inference on CPU (Object Detection)

[ukdsvl]

Hi,

Apologies if it is already answered. But can someone point me on how to speed up inference on a CPU for object detection using DefaultPredictor(cfg) ?

With a ResNet-50 backbone, I am getting close to 4s per image, and would preferably want to lower it to below 1s.

Regards