With the approval of the Board of Adjustment and subject to such conditions as it may impose, a building for a permitted use may be erected on a lot which, by reason of its limited area, odd or irregular shape or other exceptional characteristics, could not be used as a site for the proposed building in strict conformity with the restrictions and regulations established by this chapter; provided, however, that such exceptional characteristics were in existence on the date when this chapter went into effect.