Go to "My Images" page. Hover over an image and select the checkbox of the image you want deleted. Click the trash can icon that appears to delete your image. You can also select multiple images to delete.
When you upload an image(s), a unique delete link will appear automatically after the upload completes. Save that link so you can delete the image in the future.