Keras Convolution layer — shapes of input, weights and output

TensorFlow is one of the packages to develop solutions for machine learning problems. Keras is a module in TensorFlow that specifically offers tools to build neural network models.

Let us explore certain aspects of the convolution layer in Keras. In this tutorial let us focus on the 2D convolution layer.

Let us import Conv2D layer as follows.

from tensorflow.keras.layers import Conv2D

There are many arguments you can pass to create a Conv2D object. But let us give values for two …

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