unable to open caffe_rcnn_imagenet_model or rcnn_imagenet_deploy.prototxt

If you are getting the above errors you need to change the arguments to

--pretrained_model=../examples/imagenet/caffe_rcnn_imagenet_model
--model_def=../examples/imagenet/rcnn_imagenet_deploy.prototxt