Could be a fuse or a relay. I had this happen in my 89 camry. Best thing to do is get the owners manual, and find the right fuse listed or the relay and replace it to see. Go to Advance Auto. They helped me.
Please take a look at this link. I had the same problem and wondered how to open the door panel. http://en.allexperts.com/q/Toyota-Repair-832/Toyota-Camry-Power-Window.htm
The 2004 Toyota Camry is 5 ft. 10.7 in. (70.7 in.)1 one-touch power windows wide.
The 2005 Toyota Camry is 5 ft. 10.7 in. (70.7 in.)1 one-touch power windows wide.
The 2003 Toyota Camry is 5 ft. 10.7 in. (70.7 in.)1 one-touch power windows wide.
The 2012 Toyota Camry is 5 ft. 11.7 in. (71.7 in.)1 one-touch power windows wide.
The 2002 Toyota Camry is 5 ft. 10.7 in. (70.7 in.)1 one-touch power windows wide.
The 2007 Toyota Camry is 5 ft. 11.7 in. (71.7 in.)1 one-touch power windows wide.
The 2013 Toyota Camry is 5 ft. 11.7 in. (71.7 in.)1 one-touch power windows wide.
The 2008 Toyota Camry is 5 ft. 11.7 in. (71.7 in.)1 one-touch power windows wide.
The 2006 Toyota Camry is 5 ft. 10.7 in. (70.7 in.)1 one-touch power windows wide.
The 2009 Toyota Camry is 5 ft. 11.7 in. (71.7 in.)1 one-touch power windows wide.
The 2014 Toyota Camry is 5 ft. 11.7 in. (71.7 in.)1 one-touch power windows wide.