hwalsuklee

hwalsuklee

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Company:NAVER Clova AI Research

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tensorflow

An Open Source Machine Learning Framework for Everyone

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models

Models and examples built with TensorFlow

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neural-style

Torch implementation of neural style algorithm

numpy-100

100 numpy exercises (with solutions)

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fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

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py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

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deep-residual-networks

Deep Residual Learning for Image Recognition

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

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TensorFlow-Tutorials

Simple tutorials using Google's TensorFlow Framework

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neural-style

Neural style in TensorFlow! 🎨

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fast-neural-style

Feedforward style transfer

iGAN

Interactive Image Generation via Generative Adversarial Networks

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PaintsChainer

line drawing colorization using chainer

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neural-style-tf

TensorFlow (Python API) implementation of Neural Style

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cnn-benchmarks

Benchmarks for popular CNN models

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neural_artistic_style

Neural Artistic Style in Python

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TensorFlow-Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

pixel-cnn

Code for the paper "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

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artistic-videos

Torch implementation for the paper "Artistic style transfer for videos"

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tensorflow-resnet

ResNet model in TensorFlow

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tensorflow-mnist-tutorial

Sample code for "Tensorflow and deep learning, without a PhD" presentation and code lab.

wide-residual-networks

3.8% and 18.3% on CIFAR-10 and CIFAR-100

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texture_nets

Code for "Texture Networks: Feed-forward Synthesis of Textures and Stylized Images" paper.

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densenet-tensorflow

DenseNet Implementation in Tensorflow

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tensorflow-style-transfer

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

tensorflow-mnist-cnn

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

domain_adversarial_neural_network

Domain Adaptation Representation Learning Algorithm (as published in JMLR 2016)

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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.

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