[User Story] A novice user want to know the performance gains that can be achieved by the provided AI solution, given the amount of time and computing power spent

[HuangYiran]

• text description of the flaw of basic baseline and the time and capacity a better analyze may need
• show example of the better result and point out the time and space needed to get this result. (with the open source data)
• ? provide notebook for our customer to run the time-comsuming methods

[nischa564]

A manifacturer wants AI to do the sorting out of broken goods to decrease costs. He wants to know the achievable performance and the required computation resources. So he wants to know if and how AI can do that for him. He opens the demo notebooks to see the performance on an example task...

Provide a notebook which

• computes a baseline e.g. with linear models for an example task, thereby measure and show performance + computation time/space
• then applies common ai methods to the task (without manual finetuning) , thereby measure and show performance + computation time/space
• show how custom finetuning on the models can improve the prediction, thereby measure performance + computation time/space
• show progressbar and performance/computation time for intermediate results
• user should be able to easily apply this on his own data