Using Regenerate Thumbnails plugins

If you sometimes notice that smaller variations of your images are missing or appear broken, make sure to check if WordPress managed to resize the image to its default image sizes set.

The easiest way to confirm this is by forcing WordPress to regenerate all images for your Media Library. That can be done by using the Force Regenerate Thumbnails plugin.