Over at Listible, there is a good list of resources on stock photos and graphics. These stock photo resource sites provide you with high quality images for personal and non-commerical usage (and some allow for commerical usage as well). You can edit it, or use it directly in your web site or document.
11 resources on Free Stock Photos for Web and Design – [Listible]
