Image sizes reset when changing theme

When you upload an image using Media Uploader, WordPress generates various image sizes(different copies) for the picture that you upload. Go to media and find whether there are multiple images with different sizes. I guess switching themes is not a reason for changing image sizes.
Refer this link, it may help you