search

MetOffice / XBTs_classification

Project for the classification of eXpendable Bathy Thermographs
BSD 3-Clause "New" or "Revised" License
4 stars 2 forks source link

Create deployment mode script #37

Closed stevehadd closed 4 years ago

stevehadd commented 4 years ago

Currently, in order to do classification, we have to train a model. When this code is being used, we don't want to retrain a model every time, as this might give different results for profiles that haven't changed. We to be able to train a model (selecting parameters and hyper parameters), save those values, then when new profiles come in to be labelled, we reload the parameters and produce classifications for those profiles. This is not currently possible but will be important when then code is used for "production".

stevehadd commented 4 years ago

Functionality is now there. We need to create some notebooks to demonstrate how to use this functionality, and a script so training and inference can be triggered from the command line.

stevehadd commented 4 years ago

Scripts and demo notebooks are now in place demonstrating this functionality, so this issue is now complete.