The following two sites are great resources when you need test images:

lorempixum.com allows you to set a size, choose between color and grayscale, and select an image that meets those settings.
dummyimage.com also allows you to choose a size, text, background and foreground colors and three formats. A wide variety of pre-defined formats are also available.