Great article on image compression and how to size images for faster downloads from The Pixel Guild:
If you’re thinking about trying to get the most out of your images for the fastest downloads, there’s quite a bit to consider. Should you use vector or raster (bitmap) art? What format works best for what kinds of images?
This piece on Google Developers captures the details well: image optimization.
Kultivate Arts 
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