Yes you can definitely do automobile engineering without going for plus 2 or inter. You need to take admission into polytechnic which offers diploma in various engineering details. Based on the state and the college's you opt for, admission processes are likely to be different, some might take admission in the basis of your 10th standard percentage whereas some might give admission on the basis of entrance exams.