INT3121-20

Special Topics in Computer Science: Image Classification with CNNs. Academic year 2019-2020 Semester 1

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
week4		week4
week5		week5
week6		week6
week7		week7
README.md		README.md
Week 1 - Intro - CIFAR10.ipynb		Week 1 - Intro - CIFAR10.ipynb
Week 2 - CNN architectures and visualization.ipynb		Week 2 - CNN architectures and visualization.ipynb
Week 3 - Optimizers and Training.ipynb		Week 3 - Optimizers and Training.ipynb
Week1 - Intro.pdf		Week1 - Intro.pdf
Week2-architecture.pdf		Week2-architecture.pdf
Week3 - Training and learning parameters.pdf		Week3 - Training and learning parameters.pdf
alexnet.png		alexnet.png
backpropagation.png		backpropagation.png
cifar10_ResNet20v1_model.092.h5		cifar10_ResNet20v1_model.092.h5
hyperas_example.py		hyperas_example.py
lena.jpg		lena.jpg
lenet5.png		lenet5.png
vgg16.png		vgg16.png
w2-cat.jpg		w2-cat.jpg
w2-corr-conv.png		w2-corr-conv.png
w2-inception.jpg		w2-inception.jpg
w2-resnet-skip.jpg		w2-resnet-skip.jpg
w2-vinfast-car.jpg		w2-vinfast-car.jpg
week1-colab-cifar10.ipynb		week1-colab-cifar10.ipynb

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