Whenever any person is found guilty of, or pleads guilty to, a crime in a court which is not a court of record, he may, at any time thereafter, file with the court of record to which an appeal would lie, or with the judge thereof in vacation, his petition in writing, together with a transcript of the docket of the court in which he was convicted, requesting that he be placed on probation. Upon the filing of such petition and transcript, said court of record or the judge thereof, shall have power to suspend the execution of the sentence of the lower court and to release the petitioner on probation upon such conditions as to said court or judge may seem fitting.