Difference between train and fit?

[lucasSaavedra123]

Hi There!

I'm a computer engineering student and I am following this proyect closely. I would like to know what is the difference between training and fitting? It's the same as far as I know. Maybe I'm wrong.

Thanks!

[ASpeiser]

Hey,
the way we use these terms, 'training' means optimizing the network parameters. In the training notebook we show how to set the necessary parameters and start the training process.
'Fitting' means running an optimized network on some data to obtain localizations. So in the fitting notebook we take an optimized network and show how you can use it to obtain localizations, and how to render these localizations to get the final reconstruction.

Hope that helps.