(Read more: Forget the iPhone 5S, let's talk about the iPhone 6 )
The tech giant has scheduled the event for Oct. 22, according to a report from All Things D, which cites people close to the matter. Apple stock moved up slightly on the news. (What are Apple shares doing now? Click here)
The new version of the full size iPad will likely feature a thinner, lighter body and run Apple's 64-bit A7 chip. The iPad mini is expected to have the A7 chip and an upgraded retina display.
(Read more: Why an iWatch may not be as big as the iPhone )
In addition to the new iPads, it's likely Apple will also show off its new Mac Pro and OS X Mavericks, the report said.
Read more at All Things D.