Increase in size of a convolutional kernel would necessarily increase the performance of a convolutional network.
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Answer:
Increase in size of a convolutional kernel would necessarily increase the performance of a convolutional neural network. Kernel size is a hyperparameter and therefore by changing it we can increase or decrease performance. Suppose we have a deep neural network model which was trained on a vehicle detection problem.
Explanation:
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Answer:
A convolutional neural network's performance would inevitably improve with larger convolutional kernels.
Explanation:
A convolutional neural network's performance would inevitably improve with larger convolutional kernels. Since kernel size is a hyperparameter, modifying it will have an impact on performance. Consider a deep neural network model that was developed to solve a vehicle detection issue. Numerous useful machine learning applications are now possible thanks to deep learning. Deep Learning breaks down tasks in a way that opens the door to a wide range of applications. You were put to the test on your understanding of deep learning topics in this skilltest.
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