Object detection Part 6 – Inference in java [Tensorflow]
We look at exporting our model into saved_model and use that in java in order to run inference on images the model never is seen before.
We will talk about what HacktoberFest is and how to contribute. The HacktoberFest 2021 is a really good way to get into open source, boost your CV and help out your fellow programmers.
We look into ceph storage building our own cluster using the ceph storage engine. A cluster usually contains multiple monitors, object storage daemons, managers and metadata servers. We talk about what their role is and how to install machines to handle this. We also cover what requiredments a ceph cluster has.
We look into scaling Kubernetes using a RabbitMQ queue or using horizontal autoscaling. There are guides for autoscaling using CPU, and I found a repository for RabbitMQ scaling. I will do the operations I’ve detailed in the git repository below.
We will look into using Sapper with Webpack and build a small notes application and talk about the different features available in the Sapper framework.
We talk about the requirements for home work and what experiances we have gained working from home for a couple of years.
We will look into Ceph Dokan which is a new library and command-line client in order to mount your Ceph cluster to a drive letter in Windows 10. Ceph Dokan still very much in beta but it can pretty easily be installed and mounted using some Windows voodoo.