Factory reset not working in Samsung Tab 2

I want to factory reset my Samsung Galaxy Tab 2. I have tried to factory reset it through Settings and through hard reset but it again reboots with same account and applications. I have also tried to uninstall some applications but they reappear on reboot. How can I factory reset my device?