Is it possible to export a model from Azure Cognitive Services, import it in Azure ML Studio and then train it from scratch?
I have access to both Azure Machine Learning Studio and Azure Cognitive Services. Ideally I'd like to export any model that will do a good job at detecting certain objects belonging to a certain class present on a picture from Azure Cognitive Services, then import that model into Models in Azure Machine Learning Studio and then train it from scratch on my own dataset.
My question is: is that possible?
If the answer is 'no' then what would be the next best thing? Would it be possible to use some model from Azure Cognitive Services programmatically by f.e. writing a train.py script that would make use of some API to access said model and then feeding that script as an argument to ScriptRunConfig? If answer to this question is 'yes' then how should I go about writing this script? Is there any good documentation that would help me with it?
I'll be glad for any suggestions.
Topic azure-ml
Category Data Science