2021-02-11, 10:25 PM
(2021-02-11, 10:16 PM)seandepagnier Wrote: It may be possible to share certain knowledge between boats but it's difficult. I would try to use the shared data from multiple boats to find a better model, but continue training on each boat.
The other possible option would be to train a model with more parameters on lots of different boats, then transfer this and train a smaller set of parameters on the actual boat so it can continue to learn.
Sean i agree with you. Would be great if the OP install base could help on creating a crowd based data lake. Is that a feasible idea?
(It is actually what Tesla is doing as well, the fleet is helping the fleet (which consist of diff cars and trucks)