Yes, it's 'normal'.
Many/most mains-powered LEDs will have at least some 50 Hz or 100 Hz flicker (light intensity varying 50 or 100 times per second). That's usually not noticeable but will result in a 'stroboscopic' effect when viewing an illuminated rapidly moving object. Fluorescent tubes with 'old-fashioned' (not 'electronic') 'ballasts' in their fittings are much worse in that respect - and can be dangerous in workshops etc. because rapidly rotating tools/blades etc. can appear to be almost stationary.
Extra low voltage (e.g. 12V) LEDs will usually have an external power supply which the results in any 'flicker' being at thousands of times per second (not 50 or 100), so this effect is unlikely to be seen. Similarly with fluorescent tubes using modern 'electronic ballasts', for the same reasons.
This wasn't an issue with traditional (incandescent/filament) bulbs since, although the heating (by electricity) fluctuated 100 times per second, the filament essentially remained red/white hot 'continuously'.
Kind Regards, John