This application supports an article on my blog where I present how to build this application step by step. Full description and documentation can be found there.
cosmincatalin/object-counting-with-mxnet-and-sagemaker
End to end AWS Sagemaker application for counting the number of objects in an image using an MXNet model based on Gluon.
Jupyter Notebook