Active training

[jgaz]

The training material generation could be focused in the classes that are problematic for the model. This focused training material will be generated as the model is trained, although there are a few things that need to be solved:

• Where will the generator run.
• How will it communicate with the training machine, how will the training machine "ask" for more targeted training data.
• Where will be the new training material left, currently it is folder based, mounted in the trainer container, could be that it is a proper mount of the Blob and if files are added in the Blob the training machine gets them "real time". If so, then it could be a modification.