Model: "model_1"
Layer (type) Output Shape Param # Connected to
input_1 (InputLayer) (None, 256, 256, 4) 0
conv2d_1 (Conv2D) (None, 126, 126, 16) 1616 input_1[0][0]
leaky_re_lu_1 (LeakyReLU) (None, 126, 126, 16) 0 conv2d_1[0][0]
conv2d_2 (Conv2D) (None, 126, 126, 16) 2320 leaky_re_lu_1[0][0]
conv2d_3 (Conv2D) (None, 126, 126, 16) 6416 leaky_re_lu_1[0][0]
leaky_re_lu_2 (LeakyReLU) (None, 126, 126, 16) 0 conv2d_2[0][0]
leaky_re_lu_3 (LeakyReLU) (None, 126, 126, 16) 0 conv2d_3[0][0]
concatenate_1 (Concatenate) (None, 126, 126, 32) 0 leaky_re_lu_2[0][0]
leaky_re_lu_3[0][0]
conv2d_4 (Conv2D) (None, 61, 61, 32) 25632 concatenate_1[0][0]
leaky_re_lu_4 (LeakyReLU) (None, 61, 61, 32) 0 conv2d_4[0][0]
conv2d_5 (Conv2D) (None, 61, 61, 32) 9248 leaky_re_lu_4[0][0]
conv2d_6 (Conv2D) (None, 61, 61, 32) 25632 leaky_re_lu_4[0][0]
leaky_re_lu_5 (LeakyReLU) (None, 61, 61, 32) 0 conv2d_5[0][0]
leaky_re_lu_6 (LeakyReLU) (None, 61, 61, 32) 0 conv2d_6[0][0]
concatenate_2 (Concatenate) (None, 61, 61, 64) 0 leaky_re_lu_5[0][0]
leaky_re_lu_6[0][0]
conv2d_7 (Conv2D) (None, 61, 61, 32) 2080 concatenate_2[0][0]
leaky_re_lu_7 (LeakyReLU) (None, 61, 61, 32) 0 conv2d_7[0][0]
conv2d_8 (Conv2D) (None, 61, 61, 32) 1056 leaky_re_lu_7[0][0]
conv2d_9 (Conv2D) (None, 61, 61, 32) 9248 leaky_re_lu_7[0][0]
leaky_re_lu_8 (LeakyReLU) (None, 61, 61, 32) 0 conv2d_8[0][0]
leaky_re_lu_9 (LeakyReLU) (None, 61, 61, 32) 0 conv2d_9[0][0]
concatenate_3 (Concatenate) (None, 61, 61, 64) 0 leaky_re_lu_8[0][0]
leaky_re_lu_9[0][0]
conv2d_10 (Conv2D) (None, 29, 29, 64) 102464 concatenate_3[0][0]
leaky_re_lu_10 (LeakyReLU) (None, 29, 29, 64) 0 conv2d_10[0][0]
conv2d_11 (Conv2D) (None, 29, 29, 64) 36928 leaky_re_lu_10[0][0]
conv2d_12 (Conv2D) (None, 29, 29, 64) 102464 leaky_re_lu_10[0][0]
leaky_re_lu_11 (LeakyReLU) (None, 29, 29, 64) 0 conv2d_11[0][0]
leaky_re_lu_12 (LeakyReLU) (None, 29, 29, 64) 0 conv2d_12[0][0]
concatenate_4 (Concatenate) (None, 29, 29, 128) 0 leaky_re_lu_11[0][0]
leaky_re_lu_12[0][0]
conv2d_13 (Conv2D) (None, 29, 29, 64) 8256 concatenate_4[0][0]
leaky_re_lu_13 (LeakyReLU) (None, 29, 29, 64) 0 conv2d_13[0][0]
conv2d_14 (Conv2D) (None, 29, 29, 64) 4160 leaky_re_lu_13[0][0]
conv2d_15 (Conv2D) (None, 29, 29, 64) 36928 leaky_re_lu_13[0][0]
leaky_re_lu_14 (LeakyReLU) (None, 29, 29, 64) 0 conv2d_14[0][0]
leaky_re_lu_15 (LeakyReLU) (None, 29, 29, 64) 0 conv2d_15[0][0]
concatenate_5 (Concatenate) (None, 29, 29, 128) 0 leaky_re_lu_14[0][0]
leaky_re_lu_15[0][0]
conv2d_16 (Conv2D) (None, 13, 13, 64) 204864 concatenate_5[0][0]
leaky_re_lu_16 (LeakyReLU) (None, 13, 13, 64) 0 conv2d_16[0][0]
conv2d_17 (Conv2D) (None, 13, 13, 64) 36928 leaky_re_lu_16[0][0]
conv2d_18 (Conv2D) (None, 13, 13, 64) 102464 leaky_re_lu_16[0][0]
leaky_re_lu_17 (LeakyReLU) (None, 13, 13, 64) 0 conv2d_17[0][0]
leaky_re_lu_18 (LeakyReLU) (None, 13, 13, 64) 0 conv2d_18[0][0]
concatenate_6 (Concatenate) (None, 13, 13, 128) 0 leaky_re_lu_17[0][0]
leaky_re_lu_18[0][0]
conv2d_19 (Conv2D) (None, 13, 13, 64) 8256 concatenate_6[0][0]
leaky_re_lu_19 (LeakyReLU) (None, 13, 13, 64) 0 conv2d_19[0][0]
conv2d_20 (Conv2D) (None, 13, 13, 64) 4160 leaky_re_lu_19[0][0]
conv2d_21 (Conv2D) (None, 13, 13, 64) 36928 leaky_re_lu_19[0][0]
leaky_re_lu_20 (LeakyReLU) (None, 13, 13, 64) 0 conv2d_20[0][0]
leaky_re_lu_21 (LeakyReLU) (None, 13, 13, 64) 0 conv2d_21[0][0]
concatenate_7 (Concatenate) (None, 13, 13, 128) 0 leaky_re_lu_20[0][0]
leaky_re_lu_21[0][0]
conv2d_22 (Conv2D) (None, 11, 11, 64) 73792 concatenate_7[0][0]
leaky_re_lu_22 (LeakyReLU) (None, 11, 11, 64) 0 conv2d_22[0][0]
flatten_1 (Flatten) (None, 7744) 0 leaky_re_lu_22[0][0]
dense_1 (Dense) (None, 512) 3965440 flatten_1[0][0]
leaky_re_lu_23 (LeakyReLU) (None, 512) 0 dense_1[0][0]
dropout_1 (Dropout) (None, 512) 0 leaky_re_lu_23[0][0]
dense_2 (Dense) (None, 12) 6156 dropout_1[0][0]
