It's a demo Java client that can use Tensorflow Object Detection API
which uses any of the pretrained models from Tensorflow detection model zoo
Download and extract any of the models above and edit the path here
Text file path containing labels in each line, edit the path here
Input image path here
I hope I will imporve the example and add segmentation and other demo codes later. :-)