My belief is that the companies and governments who invest in deep learning and have access to these huge datasets, will end up producing generalised models that can be trained on specific tasks with small amounts of data. DL/ML/AI will become anothe readily accessible tool.
I still think of DL as in the very early mobile phone era. It works and everyone can see the benefit, and anyone with money is scrambling to make it useful and be the first to market etc. Once it becomes a product that is affordable/accessible to the average company without having to have millions, then that is when we will see it truly become useful.
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My belief is that the companies and governments who invest in deep learning and have access to these huge datasets, will end up producing generalised models that can be trained on specific tasks with small amounts of data. DL/ML/AI will become anothe readily accessible tool.
I still think of DL as in the very early mobile phone era. It works and everyone can see the benefit, and anyone with money is scrambling to make it useful and be the first to market etc. Once it becomes a product that is affordable/accessible to the average company without having to have millions, then that is when we will see it truly become useful.