Real-time License plate detection using Faster-RCNN

I have trained License Plate detector model using Tensorflow Object Detection API on the custom dataset. The model is trained using Faster-RCNN + Resnet-50 (architecture). This model is complex but it does the good job. We can't deploy this model to edge devices i.e., raspberry Pi, Android or iOS phone etc.
However, I have trained another model especially for resource constrained devices and video prototype is available at URL:

Deep Learning,Object Detection,Tensorflow Object Detection,License Plate Detection,Tensorflow,Artificial Intelligence,