Murty characterized the connected binary matroids with a single circuit size in 1971. Matroids with this property include the duals of projective and affine geometries. Here we provide a partial characterization of connected binary matroids with two circuits sizes c and d under the condition that c < d and d is odd. This is joint work with Lemos and Wu.