Feel hesitant to approach people with friends

Sometimes I will see someone on their own and will think about approaching them and trying to strike up a conversation, but when I see them with friends another day I decide not to approach them because they won’t be interested in being my friend if they already have friends and I will just be annoying them. I know that this isn’t necessarily true but this belief stops me from talking to people.