In any particular instance where there is doubt as to the exact location of a district boundary line, the Board of Appeals, in conformity with the provisions of this chapter, shall have the power to determine the location of said boundary line so that the intent of this chapter and said map shall be observed and the neighborhood affected thereby shall be safeguarded.