Showing 1 open source project for "compound"

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    EfficientNet Keras

    EfficientNet Keras

    Implementation of EfficientNet model. Keras and TensorFlow Keras

    ...In this paper, we systematically study model scaling and identify that carefully balancing network depth, width, and resolution can lead to better performance. Based on this observation, we propose a new scaling method that uniformly scales all dimensions of depth/width/resolution using a simple yet highly effective compound coefficient. We demonstrate the effectiveness of this method on scaling up MobileNets and ResNet.
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