GhostNet

New Backbone Network Choice for CNN: HS-ResNet

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New Backbone Network Choice for CNN: HS-ResNet

↑ ClickBlue Text Follow the Extreme Market Platform Author丨zzk Source丨GiantPandaCV Editor丨Extreme Market Platform Extreme Market Guide The network structure of this article is manually designed, mainly improving the multi-level division convolution of feature maps, concatenation, which enhances the network’s accuracy while also reducing inference time. It feels like a combination of res2net and ghostnet, and … Read more

Understanding CNN Architecture Through Channel Redundancy

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Understanding CNN Architecture Through Channel Redundancy

Click on the “AIWalker” above, select “Star” or “Top” to receive important content promptly. In the past two years, many CNN architectures have emerged, some designed manually and others developed through NAS. However, once the architecture is established, there are always some commonalities among different methods. This article discusses several recent papers from the perspective … Read more