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hwixley / MLP-coursework2-report

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Machine Learning Practical - Coursework 2 Report: Analysing problems with the VGG deep neural network architectures (with 8 and 38 hidden layers) on the CIFAR100 dataset by monitoring gradient flow during training. And exploring solutions using batch normalization and residual connections.

vgg batch-normalization convolutional-neural-networks cifar100 vanishing-gradient residual-connections exploding-gradient
  • Updated Dec 9, 2021
  • TeX

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