I want to share my experience here related to images optimization and site speed:

• First of all I edit and set the dimension of image on canva instead of fixing its dimension after uploading on CMS.

• Then I use tinypng website to compress that image.

• After that I convert that image into webp format through cludconvert website.
  I have not faced any issue of site speed after these steps.