apple/ml-mobileone

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MobileOne: An Improved One millisecond Mobile Backbone This software project accompanies the research paper, An Improved One millisecond Mobile Backbone. Our model achieves Top-1 Accuracy of 75.9% under 1ms. Model Zoo ImageNet-1K Model Top-1 Acc. Latency* Pytorch Checkpoint (url) CoreML Model MobileOne-S0 71.4 0.79 S0(unfused) mlmodel MobileOne-S1 75.9 0.89 S1(unfused) mlmodel MobileOne-S2 77.4 1.18 S2(unfused) mlmodel MobileOne-S3 78.1 1.53 S3(unfused) mlmodel MobileOne-S4 79.4 1.86 S4(unfused) mlmodel *Latency...