Understanding TensorFlow's tf.nn.conv2d Operation

Understanding TensorFlow's tf.nn.conv2d Operation: a task in Terminal-Lego-15k (Harbor dataset). Your task is to create a comprehensive Python script that demonstrates and explains how TensorFlow's tf.nn.conv2d function works. The script should break down the convolution operation step-by-step…