Can you be 12 and homeschool yourself?

No. Your parents are legally responsible for your education until you are 18. This means that if they say they are 'homeschooling' you, then they are required to provide you with a suitable teacher (either themselves or another adult) you cannot homeschool yourself, although you can follow a homeschool program or curriculum which was provided by your parents by yourself.