There are two routes you can use to unlike an accidental like on Facebook. The direct method is to select the blue Like icon again to undo the like. It will turn grey from the previous blue.
An icon of a block arrow pointing to the right. An icon of a paper envelope. An icon of the Facebook "f" mark. An icon of the Google "G" mark. An icon of the Linked In "in" mark. An icon ...