You can find any image you've uploaded to an event in your Image Library.

Control Administration Tools Image Library

Note: Images uploaded within the "Image and Text Library for Page Customization" section of an event do not reside in this Image Library, as these images are only stored within the event to help reduce the number of images in the main Image Library.