Object Detector training is unnecessarily slow when source images are large

@srikris Is there any way to speedup turicreate training ? As of now we used deep learning GPU machine with cuda 9.0 for training , it took ~ 3 to 4 hours for 1000 images with default iteration assign by object detection API