YeongHyeon

YeongHyeon Park YeongHyeon

115 followers · 49 following

yeonghyeon.github.io/about

Achievements

Highlights

adVAE Public

Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'

adversarial-learning variational-autoencoder auto-encoder generative-neural-network

Python 21 4 MIT License Updated May 24, 2021
Context-Encoder Public

TensorFlow implementation of "Context Encoders: Feature Learning by Inpainting" with CelebAMask-HQ Dataset.

autoencoder celeba image-inpainting context-encoder auto-encoder context-encoders celeba-hq-dataset

Python 7 MIT License Updated Apr 2, 2021
ADAE-TF Public

TensorFlow implementation of Anomaly Detection with Adversarial Dual Autoencoders (ADAE) with MNIST dataset.

tensorflow mnist mnist-dataset anomaly-detection adversarial-dual-autoencoders

Python 4 MIT License Updated Mar 26, 2021
Sequence-Autoencoder Public

Sequence Autoencoder with UJI Pen Characters Dataset

sequence-autoencoder pen-character

Python 5 1 Updated Mar 26, 2021
Download-ChestX-ray8 Public

Script for download the dataset 'ChestX-ray8'

chestx-ray8

Python 6 Updated Mar 8, 2021
Images-of-UJI-Pen Public

Showing images of UJI Pen Characters Dataset

uji pen-character

3 Updated Mar 5, 2021
Dacon-montly13_thawing-prediction Public

1 Updated Feb 24, 2021
MemAE Public

Implementation of Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection.

deep-learning tensorflow mnist-dataset convolutional-neural-networks convolutional-neural-network augmentation anomaly-detection

Python 8 3 MIT License Updated Jan 14, 2021
GANomaly-TF Public

TensorFlow implementation of GANomaly (with MNIST dataset)

generative-adversarial-network mnist-dataset anomaly-detection generative-neural-network

Python 10 1 MIT License Updated Dec 2, 2020
DGM-TF Public

TensorFlow implementation of Disentangled Generative Model (DGM) with MNIST dataset.

generative-adversarial-network mnist-dataset anomaly-detection generative-neural-network disentangled-generative-model

Python 12 MIT License Updated Nov 24, 2020
CVAE-AnomalyDetection-TF2 Public

mnist-dataset convolutional-neural-networks anomaly-detection variational-autoencoder generative-neural-network

Python 6 1 MIT License Updated Nov 18, 2020
f-AnoGAN-TF Public

TensorFlow implementation of f-AnoGAN (with MNIST dataset)

generative-adversarial-network mnist-dataset anomaly-detection generative-neural-network

Python 8 1 MIT License Updated Nov 18, 2020
CGAN-TF Public

TensorFlow implementation of Conditional Generative Adversarial Nets (CGAN) with MNIST dataset.

tensorflow generative-adversarial-network gan mnist generative-model mnist-dataset conditions

Python 6 MIT License Updated Nov 11, 2020
WGAN-TF Public

TensorFlow implementation of Wasserstein GAN (WGAN) with MNIST dataset.

tensorflow generative-adversarial-network gan mnist generative-model mnist-dataset gans

Python 3 MIT License Updated Nov 9, 2020
GAN-TF Public

TensorFlow implementation of Generative Adversarial Networks (GAN) with MNIST dataset.

tensorflow generative-adversarial-network gan mnist generative-model mnist-dataset gans

Python 3 MIT License Updated Nov 9, 2020
XCeption-TF2 Public

TensorFlow implementation of "Xception: Deep Learning with Depthwise Separable Convolutions"

mnist mnist-classification convolutional-neural-networks convolutional-neural-network

Python 3 MIT License Updated Aug 19, 2020
Inception_Simplified-TF2 Public

TensorFlow implementation of "Going Deeper with Convolutions"

mnist mnist-classification convolutional-neural-networks convolutional-neural-network

Python 2 MIT License Updated Aug 19, 2020
Network-in-Network-TF2 Public

TensorFlow implementation of "Network In Network"

mnist mnist-classification convolutional-neural-networks convolutional-neural-network

Python 3 MIT License Updated Jul 20, 2020
ReXNet-TF2 Public

TensorFlow implementation of "ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network"

mnist mnist-classification mnist-dataset convolutional-neural-networks convolutional-neural-network state-of-the-art

Python 9 1 MIT License Updated Jul 5, 2020
ArcFace-TF2 Public

TensorFlow implementation of "ArcFace: Additive Angular Margin Loss for Deep Face Recognition"

mnist mnist-classification convolutional-neural-networks convolutional-neural-network

Python 4 1 MIT License Updated Jun 17, 2020
ResNeXt-TF2 Public

TensorFlow implementation of "Aggregated Residual Transformations for Deep Neural Networks"

mnist mnist-classification convolutional-neural-networks convolutional-neural-network

Python 5 MIT License Updated May 18, 2020
WideResNet_WRN-TF2 Public

TensorFlow implementation of "Wide Residual Networks"

mnist mnist-classification convolutional-neural-networks convolutional-neural-network

Python 6 MIT License Updated Apr 7, 2020
ResNet-with-LRWarmUp-TF2 Public

TensorFlow implementation of "Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour"

mnist mnist-classification convolutional-neural-networks convolutional-neural-network

Python 7 1 MIT License Updated Apr 7, 2020
ResNet-with-SGDR-TF2 Public

TensorFlow implementation of "SGDR: Stochastic Gradient Descent with Warm Restarts"

mnist mnist-classification convolutional-neural-networks convolutional-neural-network

Python 7 3 MIT License Updated Apr 7, 2020
ResNet-TF2 Public

TensorFlow implementation of "Deep Residual Learning for Image Recognition"

mnist mnist-classification convolutional-neural-networks convolutional-neural-network

Python 6 1 MIT License Updated Apr 7, 2020
SKNet-TF2 Public

TensorFlow implementation of "Selective Kernel Networks"

deep-neural-networks deep-learning mnist mnist-classification mnist-dataset convolutional-neural-networks convolutional-neural-network

Python 14 MIT License Updated Feb 21, 2020
GhostNet Public

TensorFlow implementation of GhostNet: More Features from Cheap Operations.

deep-neural-networks deep-learning neural-network mnist neural-networks mnist-classification mnist-dataset

Python 10 4 MIT License Updated Feb 6, 2020
Shake-Shake Public

TensorFlow implementation of Shake-Shake Regularization.

tensorflow cnn regularization convolutional-neural-networks

Python 2 MIT License Updated Feb 4, 2020
Super-Resolution_CNN-PyTorch Public

Implementation of 'Image Super-Resolution using Deep Convolutional Network'

interpolation architecture pytorch super-resolution deep-convolutional-networks srcnn

Python 26 5 MIT License Updated Jan 20, 2020
Super-Resolution_CNN Public

Implementation of "Image Super-Resolution using Deep Convolutional Network"

tensorflow interpolation architecture super-resolution deep-convolutional-networks srcnn

Python 47 13 MIT License Updated Jan 16, 2020

YeongHyeon Park YeongHyeon

Achievements

Achievements

Highlights

adVAE Public

Uh oh!

Context-Encoder Public

Uh oh!

ADAE-TF Public

Uh oh!

Sequence-Autoencoder Public

Uh oh!

Download-ChestX-ray8 Public

Uh oh!

Images-of-UJI-Pen Public

Uh oh!

Dacon-montly13_thawing-prediction Public

Uh oh!

MemAE Public

Uh oh!

GANomaly-TF Public

Uh oh!

DGM-TF Public

Uh oh!

CVAE-AnomalyDetection-TF2 Public

Uh oh!

f-AnoGAN-TF Public

Uh oh!

CGAN-TF Public

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WGAN-TF Public

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GAN-TF Public

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XCeption-TF2 Public

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Inception_Simplified-TF2 Public

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Network-in-Network-TF2 Public

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ReXNet-TF2 Public

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ArcFace-TF2 Public

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ResNeXt-TF2 Public

Uh oh!

WideResNet_WRN-TF2 Public

Uh oh!

ResNet-with-LRWarmUp-TF2 Public

Uh oh!

ResNet-with-SGDR-TF2 Public

Uh oh!

ResNet-TF2 Public

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SKNet-TF2 Public

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GhostNet Public

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Shake-Shake Public

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Super-Resolution_CNN-PyTorch Public

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Super-Resolution_CNN Public

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