n12_pepe_zoo.py 文件源码

def fc_inception(input_tensor, n=3000, d=0.5):

    br1 = Dense(n)(input_tensor)
    br1 = LeakyReLU()(br1)
    br1 = BatchNormalization()(br1)
    br1 = Dropout(d)(br1)
    br1 = Dense(int(n/3.0))(br1)

    br2 = Dense(n)(input_tensor)
    br2 = BatchNormalization()(br2)
    br2 = ELU()(br2)
    br2 = Dropout(d)(br2)
    br2 = Dense(int(n/3.0))(br2)

    br3 = Dense(int(n/3.0))(input_tensor)
    br3 = BatchNormalization()(br3)
    br3 = PReLU()(br3)
    br3 = Dropout(d)(br3)
    br3 = Dense(int(n/3.0))(br3)
    br3 = BatchNormalization()(br3)
    br3 = PReLU()(br3)
    br3 = Dropout(d)(br3)
    br3 = Dense(int(n/3.0))(br3)
    br3 = BatchNormalization()(br3)
    br3 = PReLU()(br3)
    br3 = Dropout(d)(br3)

    x = merge([br1, br2, br3], mode='concat', concat_axis=1)
    return x