There is no picture in your post...
It is 10uF only as per the code. explained below
Looking at your capacitor you said its marked with 106K, this should be read as follows, 10 times the value that corresponding to the 3rd number, in this case 1000000. So 10 * 1000000 = 10000000 pF = 10000 nF = 10uF with the K meaning a 10% tolerance. A second letter will be a temperature coefficient if its present. Judging by a capacitors size and type, you will quickly learn to determine if the value on the capacitor is given in pF, nF or uF.
If a capacitor is f.ex. marked 2A, the capacitance is decoded as described above, the two first signs is the voltage rating. 2A is 100VDC rating according to the EIA standard.