Real-Time Object Detection with RPN
There was no doubt Fast R-CNN was faster than R-CNN. What used to take 47 seconds per image went down to 0.22 seconds. That is, Fast R-CNN was 213 times faster than R-CNN. It significantly improved inference speed, albeit excluding the region proposal step that took around 2 seconds.