This model is based on the deep learning kubernetes tutorial by Mathew Salvaris and Fidan Boylu Uz of Microsoft. The code comes from their github repository containing a number of tutorials in Jupyter notebooks that have step-by-step instructions on how to deploy a pretrained deep learning model on a GPU enabled Kubernetes cluster.
The pre-trained ResNet152 model is used. Sample images are provided, pre-processed to the required format and classified using the model.
Visit the github repository. for the sample code.