I hope you can find this helpful.
you can use this javascript code to convert blogger images to webp.
// image optimization
var myIMG = document.getElementsByTagName("img");
for (var x =0 ; x < myIMG.length; x++) {
var imgSRC = myIMG[x].src;
var imgSRC_width = myIMG[x].width;
var imgSRC_height = myIMG[x].height;
var mypin = String(imgSRC.match(/\/s72-c\//));
imgSRC = replaceAll(imgSRC, mypin, "/w" + imgSRC_width + "-h" + imgSRC_height + "-p/" + "-rw");
imgSRC = imgSRC.replace(/png/gim,"webp");
imgSRC = imgSRC.replace(/jpeg/gim,"webp");
imgSRC = imgSRC.replace(/jpg/gim,"webp");
myIMG[x].src= imgSRC;
console.log(imgSRC);}

