MobileNet Family for Efficient Deep Learning Models
Since AlexNet's introduction in 2012, convolutional neural networks have become widely adopted in computer vision tasks. As performance requirements increased, researchers developed deeper architectures like VGG, GoogLeNet, ResNet, and DenseNet. However, these deeper networks introduced significant efficiency challenges:
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Posted on Sun, 10 May 2026 09:11:55 +0000 by BillyT