Measuring speed of DC motor using rotary encoder and UNO

Using Arduino Motors, Mechanics, Power and CNC
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Do you have an external pull up resistor to 5v on pin 2?

If not, try setting the pin mode of pin 2 as INPUT_PULLUP.

If the interrupt is only one one pin RISING, you can expect to see 1024/4 = 256 counts per revolution