Ask HN: How much time do you spend on deploying your ML model?

https://news.ycombinator.com/item?id=21280021
by gpjanik • 7 years ago
1 0 7 years ago

Hi. How much time do you spend on deployment of your ML models (e.g. to web as an API, to Android, iOS, etc.)?

I recently had to deploy a rather simple NN to web and Android and it looked to me like a boring, repetitive activity. For web, it was somewhat okay with copy-paste input preparation, create Flask endpoint, containerise, create instance, etc. -- I just wanted the damn model to be accessible from the outside of my computer, but it took around an hour. For Android it was a complete nightmare, since Keras transformations I've done on my input image are not ported (or I'm not aware of it).

Related Stories

Loading related stories...

Source preview

news.ycombinator.com