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【OCR学习笔记】8、OCR移动端网络汇总与PyTorch实现（二）

1.3 ShuffleNetShuffleNet是由2017年07月发布的轻量级网络，设计用于移动端设备，在MobileNet之后的网络架构。主要的创新点在于使用了分组卷积(group convolution)和通道打乱(channel shuffle)。分组卷积(group convolution...

【OCR学习笔记】8、OCR移动端网络汇总与PyTorch实现（一）

1 轻量化网络简介前面所提网络在向着越来越大、越来越深的方向发展，但在实际应用中计算性能有限，但又有着极强的业务需求。对于效率问题，可以想到的方法通常是对模型进行压缩与剪枝，降低网络的参数量，从而降低计算量加快推理速度。相较于对模型进行后处理的方法，轻量化模型设计则是另辟蹊径。轻量化模型主要是设计更...

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更新时间 2023-05-24 10:15:08

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