MobileNet

The Development of Convolutional Neural Networks and Their Advantages and Disadvantages

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The Development of Convolutional Neural Networks and Their Advantages and Disadvantages

Click the above“Beginner Learning Vision” to selectStar or “Pin” Heavyweight content delivered first Introduction In the field of CV, we need to master the most basic knowledge, which is the various architectures of Convolutional Neural Networks (CNNs). Whether we are dealing with image classification, segmentation, object detection, or NLP, we will use the basic CNN … Read more

Detailed Explanation of Lightweight CNN Network MobileNet Series

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Detailed Explanation of Lightweight CNN Network MobileNet Series

100 Questions on Deep Learning Author: louwill Machine Learning Lab The MobileNet series, as a representative of lightweight networks, makes the lightweight deployment of CNNs on mobile devices possible. Currently, there are three versions of MobileNet: MobileNet v1, MobileNet v2, and MobileNet v3. This article focuses on elaborating the MobileNet series networks, which is essential … Read more