In this tutorial:
- Start with a blank Ubuntu
- Install requirements
- Download code & pre-tranied inception-v3 model from Google
- Export the downloaded "checkpoint" format to a TF Graph that is servable with Tensorflow Model Serving
- Query the server with images of a cat and a dog
- Compiling Tensorflow Serving from source (on docker with their official instructions) produces an internal gcc error (probably specific to tensorflow commit / gcc version used when writing this:
tf serving commit: c1ec43508ee57a5d6269116aba82d2a16d383c8a
)