You sure you have the CPU fan pluged into the right connector, It looks like it should be in the white connector right above where its pluged in now. Some boards wont boot if it doesnt detect a CPU fan!
Are your case fans plugged into the P/S or the motherboard?No, nothing at all happens. Not even a chassis fan spins or an LED light turns on