I found a tweak.

As most of the email providers block base64 images, so we cannot use base64. So what I did, I uploaded the image on imgur and I am accessing it through the email template. As imgur policy the image won't get deleted unless we don't access it for six months. So it works perfectly for me. I highly suggest you do this if you need to include image in email template.