How to calculate the cost of developing a neural network?

Question

Machine learning

Good evening everyone!
There are questions to which I can not find normal answers. How to calculate the cost of developing and training a neural network? What are the stages of work within the framework of such projects?

Answer 1

Not about, but maybe I will lead to the right thoughts ...

• From working with data to training: it is from the client or you are collecting. If from the client, what quality are they? Does the data provided by the client make it possible to solve the problem or are additional requirements required? data? The amount of data, their relevance.
  
• Perhaps the number of epochs in the output required for the network to work perfectly + (tariff) / error + (tariff) / loss .. The number of hidden layers in the output, their size, etc.. Monetize, in a word, the numerical parameters of the network at the exit.
  
• What does the client expect to see as output? Is it enough only a neural network to get the result, or will additional ones be involved? instruments. For example, only frames are enough to classify objects in an image, or you will also need to cut them into files..
  
• Well, and, of course, (tariff)*(your experience))