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MobileNetV4: Efficient Universal Models by felixhope30 is a document available to read on EtoBox.

What is MobileNetV4: Efficient Universal Models about?

MobileNetV4 introduces a new architecture for mobile devices featuring the Universal Inverted Bottleneck (UIB) and Mobile MQA attention block, achieving significant performance improvements. The models are designed to be mostly Pareto optimal across various hardware platforms, with the MNv4-Hybrid-L model achieving 87% accuracy on ImageNet-1K. Enhanced by a novel distillation technique, these models offer a balance of efficiency and accuracy, making them suitable for real-time applications on mobile devices

Author

felixhope30

Language

EN