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Soonhwan-Kwon

Soonhwan-Kwon

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Company:NAVER Corp.

Home Page:https://www.linkedin.com/in/soonhwan-kwon-29570691/

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ai-adv-lab

Soonhwan-Kwon's starred repositories

handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:25141Issues:1086Issues:561

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Language:PythonLicense:NOASSERTIONStargazers:24429Issues:582Issues:2749

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

Language:PythonLicense:NOASSERTIONStargazers:22489Issues:351Issues:1485

keras-js

Run Keras models in the browser, with GPU support using WebGL

Language:JavaScriptLicense:MITStargazers:4956Issues:179Issues:115

CapsNet-Tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in paper Dynamic Routing Between Capsules

Language:PythonLicense:Apache-2.0Stargazers:3804Issues:249Issues:66

FastMaskRCNN

Mask RCNN in TensorFlow

Language:PythonLicense:Apache-2.0Stargazers:3096Issues:223Issues:189

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:2559Issues:136Issues:200

CapsNet-Keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

Language:PythonLicense:MITStargazers:2467Issues:100Issues:124

StackNet

StackNet is a computational, scalable and analytical Meta modelling framework

Language:JavaLicense:MITStargazers:1319Issues:83Issues:71

seq2seq-attn

Sequence-to-sequence model with LSTM encoder/decoders and attention

Language:LuaLicense:MITStargazers:1250Issues:98Issues:87

sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

Language:PythonLicense:Apache-2.0Stargazers:1209Issues:51Issues:311

DiscoGAN

Official implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Language:PythonStargazers:773Issues:26Issues:24

BMXNet

(New version is out: https://github.com/hpi-xnor/BMXNet-v2) BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet

Language:C++License:Apache-2.0Stargazers:349Issues:33Issues:56

keras-multiprocess-image-data-generator

Accelerating Deep Learning with Multiprocess Image Augmentation in Keras

Language:Jupyter NotebookLicense:MITStargazers:317Issues:8Issues:3

EnglishSpeechUpsampler

Upsample speech audio in wav format using deep learning

Language:PythonLicense:MITStargazers:190Issues:16Issues:10

bnlstm

Batch normalized LSTM for tensorflow

Language:PythonStargazers:180Issues:8Issues:13

mobilenet-mxnet

mobilenet-mxnet

Language:PythonStargazers:145Issues:11Issues:10

kaggle-dsbowl-2018-dataset-fixes

Kaggle Data Science Bowl 2018 dataset fixes

Language:PythonStargazers:132Issues:18Issues:3

kaggle_ndsb2

3rd place solution for the second kaggle national datascience bowl

Language:PythonLicense:Apache-2.0Stargazers:93Issues:8Issues:7

multivariate_time_series_forecasting

A place to implement state of the art deep learning methods for temporal modelling using python and MXNet.

Language:PythonStargazers:64Issues:4Issues:2

TF-Speech-Recognition-Challenge-Solution

Source code of the model used in Tensorflow Speech Recognition Challenge (https://www.kaggle.com/c/tensorflow-speech-recognition-challenge). The solution ranked in top 5% in private leaderboard.

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:58Issues:6Issues:12

data-science-bowl-2018

End-to-end one-class instance segmentation based on U-Net architecture for Data Science Bowl 2018 in Kaggle

Language:PythonStargazers:57Issues:8Issues:0

rnnlm

Tomas Mikolov's Recurrent Neural Networks Language Modeling Toolkit from http://www.rnnlm.org, with tagged historical releases.

Language:C++License:BSD-3-ClauseStargazers:46Issues:5Issues:0

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:31Issues:3Issues:0

SqueezeNet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

Language:PythonStargazers:20Issues:4Issues:0

capsnet.mxnet

MXNet implementation of CapsNet

Language:PythonStargazers:10Issues:6Issues:0

kaggle-talkingdata-adtracking-fraud-detection

TalkingData AdTracking Fraud Detection Challenge

Language:Jupyter NotebookStargazers:10Issues:3Issues:0

kaggle_talkingdata

11th Solution of Kaggle TalkingData AdTracking Fraud Detection Challenge

Language:PythonStargazers:10Issues:1Issues:0

CapsNet

CapsNet

Language:PythonLicense:MITStargazers:2Issues:3Issues:0

deepspeech.mxnet

A MXNet implementation of Baidu's DeepSpeech architecture

Language:PythonLicense:Apache-2.0Stargazers:1Issues:2Issues:0