residual-networks

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jhkim89 / PyramidNet

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Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

deep-learning imagenet resnet torch7 residual-networks network-architecture cnn-architecture cifar-10 cifar-100

Updated Oct 31, 2017
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sameershinde14 / Deep-Residual-Networks-using-Exponential-Linear-Unit

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• Designed deep residual learning model with exponential linear unit for image classification with higher accuracy. • Decreased the error rate to 5.62% and 26.55% on CIFAR-10 and CIFAR-100 datasets respectively which outpaced the most competitive approaches previously published. • Published research paper for the same on 21th Sept 2016 at ACM co…

deep-neural-networks lua deep-learning residual-networks elu-activation