11 open source projects by hwalsuklee

A simple, concise tensorflow implementation of fast style transfer

✭ 224

python tensorflow fast offline style-transfer neural-style

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

✭ 182

python tensorflow cnn mnist data-augmentation dropout

3. Awesome Deep Text Detection Recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

✭ 2,282

deep-learning awesome-list ocr awesome-lists text-recognition text-detection ocr-recognition text-detection-recognition ocr-detection ocr-papers ocr-paper ocr-paper-list

4. Tensorflow Mnist Cvae

Tensorflow implementation of conditional variational auto-encoder for MNIST

✭ 139

python tensorflow autoencoder mnist vae variational-autoencoder variational-inference

5. Tensorflow Mnist Vae

Tensorflow implementation of variational auto-encoder for MNIST

✭ 422

python tensorflow autoencoder mnist vae variational-autoencoder

6. Tensorflow Generative Model Collections

Collection of generative models in Tensorflow

7. Awesome Deep Vision Web Demo

A curated list of awesome deep vision web demo

✭ 298

deep-learning awesome awesome-list computer-vision demo deep-neural-networks list vision

8. Tensorflow Style Transfer

A simple, concise tensorflow implementation of style transfer (neural style)

✭ 278

python tensorflow style-transfer online neural-style

9. numpy-neuralnet-exercise

Implementation of key concepts of neuralnetwork via numpy

✭ 49

python neural-network numpy cnn dropout mnist sgd regularization deeplearning xavier-initializer relu cross-entropy-loss numpy-neuralnet-exercise

10. 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.

✭ 49

python tensorflow mnist batch-normalization mnist-classification xavier weight-initializers he-initializer xavier-initializer he

11. tensorflow-mnist-AAE

Tensorflow implementation of adversarial auto-encoder for MNIST

✭ 86

python tensorflow gan mnist autoencoder vae manifold adversarial-networks manifold-learning adversarial-autoencoders aae

1-11 of 11 user projects