If you use http://realfavicongenerator.net/ it generates all the relevant icons, incorporates this very same 'one weird trick' (a manifest.json), plus some additional extras like a SVG macOS touch bar icon.

No affiliation, just a user of their free service who was impressed enough to donate to them as it's extremely useful and well done.