A quick ramble. I have been interested in deploying a model in AWS for a while, and here it is finally :). This isn't gonna be a tutorial sadly because it's really a combo of things I learned (and I am too tired to type it), but here is a beautiful blog post by Vinicyus Brasil. Other resources include this tutorial on YouTube by Cloud Guru and this one by pixegami. Both are also wonderful videos.
The docker build file and the app are in catseg/predict/catapi , with a Python call to the model hosted in the dir before and the training in the dir before that.
The link may not work cuz it auto shuts down when there is hardly any traffic. If it is down and you wanna see it running, just message me :)
Anyway it's been fun, till next time :)