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Example projects for demoing
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[4d] Obtain a nice demo model for e2e-dotscience-pipeline prototype #3

Closed Godley closed 5 years ago

Godley commented 5 years ago

As a user, I want to be able to see a "real-world" use to a model so that I can see the value of deploying it automatically.

Based on the notes in https://docs.google.com/document/d/1pFzOb3EBbK4vOfjFqnALAzKTEcZY8lS4dK91BHxhC0c/edit# this should be a fruit detector. It should live in an account on dotscience production in its own project

lukemarsden commented 5 years ago

Don't take the fruit thing too seriously - we'll probably use road signs instead.

satsumas commented 5 years ago

Here is a working example: https://github.com/dotmesh-io/dotscience-roadsigns/blob/master/roadsigns.ipynb

It exports a SavedModel with structure:

`-- 1
    |-- saved_model.pb
    `-- variables
        |-- variables.data-00000-of-00001
        `-- variables.index

2 directories, 3 files

This should be able to be deployed using Tensorflow serving, according to docs here: https://www.tensorflow.org/tfx/tutorials/serving/rest_simple

alice-sowerby commented 5 years ago

Done sufficiently for the demo at GTC which is in the past now!