Can custom neural model for an invoice build on top of the pretrained invoice model ?

Question

Hello,

I'm looking at doing custom neural model for invoices. Please confirm my understanding:

• it is best to train a separate custom model per invoice type. These are then composed together (for a maximum of 100) - correct ?
• is there any way for my custom neural model to build on top of the already pretrained invoice model ? Is there any type of transfer learning that can be done like an Inceptionv3 etc. for deep learning

Answer 1

@Gautam M Yes, you can create separate models for different invoice types and then create a composed model that can be used to predict different types of invoices. Please note the composed models can be created only when all the custom models are of a particular buildMode i.e template or a neural type. You cannot mix and match the models with different buildModes under one single composed model.

Building or Training on top of pre-trained model is currently not possible.

I hope this helps!!