Exporting deep learning models from keras to tensorflow-serving

I thought I’d share my experiences getting a model deployed to production using tensorflow serving. There were a number of challenges exporting the model from Keras and this will hopefully help anyone who’s looking to do the same.

I’m also curious to hear about others experiences of getting a deep learning application deployed.