Dead pixel test using effective receptive field

Published: 01 Jan 2023, Last Modified: 28 Sept 2024Pattern Recognit. Lett. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Empirical observations on convolutional neural networks are presented.•The size of the receptive field did not guarantee improved accuracy.•We observed that dead pixels exist in modern convolutional neural networks.•The effect of dead pixels is discussed with a solution to resolve them.
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