No, qualifying for a home loan is very difficult right now. Even those with full time jobs are having a hard time. If you don’t have a solid and stable form of employment you won’t qualify for a mortgage.
Do you have the down payment and closing costs saved already? In the tune of about 4,000 dollars? That is what you need first and foremost before you even begin looking.