How to parse string to byte array

Question

I have some string, which I will receive from UI:

String str = "12a47b4cea";

It represents sequence of hexademical numbers. How can I convert it into a byte array?

Expected output is:

byte[] arr = new byte[] {0x12, 0xa4, 0x7b, 0x4c, 0xea };