Selfie2Anime was a successful use of Image-to-Image translation using UGATIT. In this post we learn how to setup a development environment capable of running UGATIT, then train out own variation of a model.
The development of Selfie2Anime has had its ups and downs. This post is an overview of the iterations we’ve made along this journey so far and what the plans are for the future
Deployment of Kubernetes onto GKE making use of GCP Deployment Manager. The process insures we end up with a robust private cluster to work with moving forward.
A brief introduction into Istio and its role in modern production Kubernetes. We prepare for the future instalments of Practical Istio.
Google Cloud Platform Deployment Manager bootstrap for GKE. Infrastructure as code for the difficult task of deploying and managing Kubernetes & Google Cloud resources
Containerising PyTorch models in a repeatable way. Deploy OpenAI’s GPT-2 model and expose it over a Flask API. Finally deploy it to GCP repositories and publish it on a k8s cluster using Cloud Run.
Going through the steps required to migrate and host Animal Shelter Manager (ASM3) on Google Cloud. Includes creating and managing a GKE Kubernetes instance and images stored on GCR