Experiments on ImageNet dataset show the potential of the MoBiNet as it achieves 54.40% top-1 accuracy and dramatically reduces the computational cost with binary operators.Hai PhanDang HuynhYihui HeMarios SavvidesZhiqiang Shen会议论文
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machine-learning deep-learning neural-network image-classification tensorflowjs teachable-machine mobinet Updated Mar 23, 2024 JavaScript superlitong / hsr-mptcp Star 4 Code Issues Pull requests This repository provides the data traces, tools, and scripts for reproducible results in our published...
More importantly, while existing binary neural networks often make use of cumbersome backbones such as Alex-Net, ResNet, VGG-16 with float-type pre-trained weights initialization, our MoBiNet focuses on binarizing the already-compressed neural networks like MobileNet without the need of a pre-...