You can add an image or logo of jpg, png, gif, jpeg for up to 20MB and send a simple notification like this.

You can also add another image of size 360*240px. It is also known as Large Image Notification and looks like this:-

Note: Chrome 56+ supports displaying a large image below the notification's title and message. 

For now, we don't support videos in notifications.