Solarpower Predicting with Sky Images

Research & Models
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#1

Dear Forum,

I’m facing some challenges and need your help.

I built a computer controlled all sky imager. I would like to label every 30 s a hermispherical cloud image with the current Solarpower intentisity [W/m²].

skycamLA
skycamLA1425×763 110 KB

I)So would it be possible to generate a trainings dataset which is already labeled, since I get image and label value simultanously every day. The first try will be with 30days of data ~ 15.000 Images

II) Which type of neuronal network (architecture/type) is most for my use case?

#3

Hi @Paul_Matteschk ,

We cannot say which neural network (architecture/type) exactly match with your use case but you can always do trail and error with already pre-trained models/checkpoints, use this following tutorial for initial testing.

Please let me know if this helpful.

Thanks.