├── .gitignore ├── README.md ├── notebooks ├── 1_Linear_Image_Classifier.ipynb ├── 2_Neural_Network-based_Image_Classifier-1.ipynb ├── 3_Neural_Network-based_Image_Classifier-2.ipynb ├── 4_Convolutional_Neural_Network-based_Image_Classifier.ipynb ├── 5_VGG_Net_16_the_easy_way.ipynb ├── 6_Artistic_style_transfer_with_a_repurposed_VGG_Net_16.ipynb └── images │ ├── content-feature.png │ ├── elephant.jpg │ ├── example.gif │ ├── hugo.jpg │ ├── imagenet-sample.jpg │ ├── linear.png │ ├── mnist-sample.png │ ├── neural-network-1-hidden.png │ ├── neural-network-2-hidden.png │ ├── styles │ ├── block.jpg │ ├── forest.jpg │ ├── gothic.jpg │ ├── marilyn.jpg │ ├── picasso.jpg │ ├── scream.jpg │ ├── starry_night.jpg │ ├── van_gough.jpg │ └── wave.jpg │ └── vgg-architecture.png └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 1 | /venv 2 | /notebooks/MNIST_data 3 | .ipynb_checkpoints 4 | 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