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They show the difference in temparture - regardless of hot or cold

Ideally you need a calibrated radiometric camera to find the pipes and give proper measurements
It also depends on performance...

And actually thermal cameras are used for checking underfloor pipes and systems

Actually it's nothing to do with being warm pipes or water - it's the temp difference that counts