Thank you mate. They are the little small ones I am having trouble seeing. On the BOM they are 'Ceramic Capacitor - Axial' with values such as 22pF, 47pF,10nF,100nF.
I went to put in the last of the 100nF but there was already a capacitor where it should have gone. It may not be the only one I have messed up either. That was why I was trying to measure them with the multimeter hoping there was an easy way.
With my bad eyes they all look the same and the writing is too small or on the bottom of the soldered part
