How to create deploy the model and create API from paperspace

[cedric (Cedric Chee)]

There was a discussion regarding this not long ago.

Exposing DL models as api's/microservices

Hi All, Recently I have seen some blogposts and talks describing putting DL/ML models in production by packaging them as api’s. I would like this thread to be a resource for getting started approaches, learning resources, best practices and tutorials on this topic. I will be updating this thread as I explore this domain and build some projects. Meanwhile, I am sure people here have done similar things, I would like for those people to share their experiences and approaches. Looking forward to…

Please take a look there. They should serve as a good starting point.

And another similar discussion here.

Using fastai model in external api

Hello everyone and hi @jeremy , i am like a newbie to deeplearning and fastai library. I have finished the first course and i trained a model for image classification. After that i want to use this model in a web api to do live predictions. What should i do to use the model, what packages should i install in my web sever in order to be able to load the model and use it for prediction?