MLRF Machine Learning Research Flashcards

Understanding the Effective Receptive Field in Deep Convolutional Neural Networks

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How do you (in simple theory) calculate the receptive input field of a certain cell in a feature map in a convolutional neural network?

Counting backwards from the feature layer to the input layer, each layer increases the receptive field size by the kernel size.

Machine Learning Research Flashcards is a collection of flashcards associated with scientific research papers in the field of machine learning. Best used with Anki or Obsidian. Edit MLRF on GitHub.