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Anyone have recommendations for examples of deploying a basic ML image classifier as a restful api? or examples of a multi-attribute image classifier?
by koolk3ychain 6y ago
Anyone have recommendations for examples of deploying a basic ML image classifier as a restful api? or examples of a multi-attribute image classifier?
- ellisv 6y agoIt's not really that different from deploying any other sort of RESTful API. If you want a framework you could use Seldon but could probably just as easily write your own with Flask/fastapi.
- koolk3ychain 6y agoWow, FastAPI looks like a very cool framework. I guess I was moreso curious in how one would take a model that works in a Jupyter notebook and restructure it to be callable / have a self re-training data pool of images that were submitted. (obv this feature would pose some legal risk)
- beckingz 6y agoConvert the notebook into a python script and use that with FastAPI