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

Gautam M 1 Reputation point
2022-06-06T21:04:49.913+00:00

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
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  1. romungi-MSFT 27,106 Reputation points Microsoft Employee
    2022-06-07T09:52:58.597+00:00

    @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!!

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