hwalsuklee's repositories
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
awesome-deep-text-detection-recognition
A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.
tensorflow-mnist-VAE
Tensorflow implementation of variational auto-encoder for MNIST
awesome-deep-vision-web-demo
A curated list of awesome deep vision web demo
tensorflow-style-transfer
A simple, concise tensorflow implementation of style transfer (neural style)
tensorflow-fast-style-transfer
A simple, concise tensorflow implementation of fast style transfer
tensorflow-mnist-cnn
MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.
tensorflow-mnist-CVAE
Tensorflow implementation of conditional variational auto-encoder for MNIST
tensorflow-mnist-AAE
Tensorflow implementation of adversarial auto-encoder for MNIST
how-far-can-we-go-with-MNIST
A collection of codes for 'how far can we go with MNIST' challenge
tensorflow-mnist-MLP-batch_normalization-weight_initializers
MNIST classification using Multi-Layer Perceptron (MLP) with 2 hidden layers. Some weight-initializers and batch-normalization are implemented.
numpy-neuralnet-exercise
Implementation of key concepts of neuralnetwork via numpy
tensorflow-GAN-1d-gaussian-ex
Tensorflow implementation of Generative Adversarial Network for approximating a 1D Gaussian distribution
cs228-material
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford