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+ + +Here, i = 1 (only one channel); f = 2; o = 3 + +num_params = weights + biases + += [1 x (2x2) x 3] + 3 + += 15 (There are 15 parameters viz., 12 weights and 3 biases) + +Building such a sequential model would look something like: + +``` +model = Sequential([ + Conv2D(3, (2,2), input_shape = (None, None, 1)) +]) +``` + +#### Example 2: + + +

+ +

+ + +Here, i = 3 (three channels); f = 2; o = 1 + +num_params = weights + biases + += [3 x (2x2) x 1] + 1 + += 13 (There are 13 parameters viz., 12 weights and 1 bias) + +Building such a sequential model would look something like: + +``` +model = Sequential([ + Conv2D(1, (2,2), input_shape = (None, None, 3)) +]) +``` + ## Contributing Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.