From the four pictures you presented, 3 are AC output, the fourth is DC.
(My guess, based on much experience at getting it wrong when I was a much younger man.)
A very quick tell is to look downstream from the controller. If there is a rectifier inline, you probably have AC out of the power packs.
(LED lights by their very nature are DC, therefore only use one side of the wave.)
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