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- W4254356449 abstract "In this chapter, we will understand the role of deep learning in computer vision tasks. In Section 6.1, we discuss a special neural network, called convolutional neural network, designed to solve computer vision problems. It has some major advantages (Section 6.2) over dense neural networks discussed in Chapter 5 . We introduce a technique for mitigating the gradient vanishing problem (Section 6.3). In Section 6.4, we implement a deep convolutional neural network to perform an image classification task. Finally, we conclude the chapter and book in Section 6.5." @default.
- W4254356449 created "2022-05-12" @default.
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- W4254356449 date "2021-01-01" @default.
- W4254356449 modified "2023-09-26" @default.
- W4254356449 title "Computer Vision" @default.
- W4254356449 doi "https://doi.org/10.1007/978-1-4842-6330-3_6" @default.
- W4254356449 hasPublicationYear "2021" @default.
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