Junho Kim (@taki0112)
github

taki0112

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  • Stars
    star
    16,410
  • Global Rank 1,089 (Top 0.04 %)
  • Followers 1,884
  • Following 104
  • Registered over 7 years ago
  • Most used languages
    Python
         95.8 %
    Java
         4.2 %
  • Location πŸ‡°πŸ‡· South Korea
  • Country Total Rank 10
  • Country Ranking
    Python
         4
    Java
         468

Top repositories

1

UGATIT

Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)
Python
6,182
star
2

Tensorflow-Cookbook

Simple Tensorflow Cookbook for easy-to-use
Python
2,798
star
3

SENet-Tensorflow

Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)
Python
750
star
4

StarGAN-Tensorflow

Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)
Python
715
star
5

Self-Attention-GAN-Tensorflow

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)
Python
540
star
6

Densenet-Tensorflow

Simple Tensorflow implementation of Densenet using Cifar10, MNIST
Python
507
star
7

SPADE-Tensorflow

Simple Tensorflow implementation of "Semantic Image Synthesis with Spatially-Adaptive Normalization" a.k.a. GauGAN, SPADE (CVPR 2019 Oral)
Python
359
star
8

MUNIT-Tensorflow

Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)
Python
299
star
9

Vector_Similarity

Python, Java implementation of TS-SS called from "A Hybrid Geometric Approach for Measuring Similarity Level Among Documents and Document Clustering"
Python
285
star
10

Tensorflow2-Cookbook

Simple Tensorflow 2.x Cookbook for easy-to-use
Python
266
star
11

BigGAN-Tensorflow

Simple Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)
Python
261
star
12

vit-tensorflow

Vision Transformer Cookbook with Tensorflow
Python
236
star
13

CartoonGAN-Tensorflow

Simple Tensorflow implementation of CartoonGAN (CVPR 2018)
Python
217
star
14

StyleGAN-Tensorflow

Simple & Intuitive Tensorflow implementation of StyleGAN (CVPR 2019 Oral)
Python
211
star
15

GAN_Metrics-Tensorflow

Simple Tensorflow implementation of metrics for GAN evaluation (Inception score, Frechet-Inception distance, Kernel-Inception distance)
Python
205
star
16

ResNet-Tensorflow

Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152
Python
179
star
17

ResNeXt-Tensorflow

Simple Tensorflow implementation of ResNeXt using Cifar10
Python
159
star
18

AdaBound-Tensorflow

Simple Tensorflow implementation of "Adaptive Gradient Methods with Dynamic Bound of Learning Rate" (ICLR 2019)
Python
150
star
19

Spectral_Normalization-Tensorflow

Simple Tensorflow Implementation of "Spectral Normalization for Generative Adversarial Networks" (ICLR 2018)
Python
140
star
20

DRIT-Tensorflow

Simple Tensorflow implementation of "Diverse Image-to-Image Translation via Disentangled Representations" (ECCV 2018 Oral)
Python
117
star
21

StarGAN_v2-Tensorflow

Simple Tensorflow implementation of StarGAN_v2
Python
112
star
22

AMSGrad-Tensorflow

Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)
Python
103
star
23

RAdam-Tensorflow

Simple Tensorflow implementation of "On The Variance Of The Adaptive Learning Rate And Beyond"
Python
97
star
24

UNIT-Tensorflow

Simple Tensorflow implementation of "Unsupervised Image to Image Translation Networks" (NIPS 2017 Spotlight)
Python
96
star
25

Awesome-DeepLearning-Study

Summary of DeepLearning (Korean and English are included)
Python
93
star
26

partial_conv-Tensorflow

Simple Tensorflow implementation of "Partial Convolution based Padding" (partialconv)
Python
90
star
27

FusionGAN-Tensorflow

Simple Tensorflow implementation of FusionGAN (CVPR 2018)
Python
79
star
28

Tensorflow-DatasetAPI

Simple Tensorflow DatasetAPI Tutorial for reading image
Python
73
star
29

TripleGAN-Tensorflow

Simple Tensorflow implementation of Triple Generative Adversarial Nets (NIPS 2017)
Python
68
star
30

FUNIT-Tensorflow

Simple Tensorflow implementation of "Few-Shot Unsupervised Image-to-Image Translation" (ICCV 2019)
Python
65
star
31

SphereGAN-Tensorflow

Simple Tensorflow implementation of SphereGAN (CVPR 2019 Oral)
Python
57
star
32

GDWCT-Tensorflow

Simple Tensorflow implementation of "Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation" (CVPR 2019 Oral)
Python
57
star
33

RelativisticGAN-Tensorflow

Simple Tensorflow implementation of RelativisticGAN
Python
51
star
34

AdamP-Tensorflow

Tensorflow Implementation of "Slowing Down the Weight Norm Increase in Momentum-based Optimizers"
Python
47
star
35

Batch_Instance_Normalization-Tensorflow

Simple Tensorflow implementation of Batch-Instance Normalization (NIPS 2018)
Python
40
star
36

GCNet-Tensorflow

Simple Tensorflow implementation of "GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond"
Python
39
star
37

Diffusion-Tensorflow

Tensorflow implementations of Diffusion models (DDPM, DDIM)
Python
37
star
38

CNN-Architecture-Summary

Simple Summary of CNN Architecture
34
star
39

tf-torch-template

Deep learning project template with tensorflow & pytorch (multi-gpu version)
Python
32
star
40

Switchable_Normalization-Tensorflow

Simple Tensorflow implementation of "Switchable Normalization"
Python
29
star
41

AdaConv-Tensorflow

Simple Tensorflow implementation of "Adaptive Convolutions for Structure-Aware Style Transfer" (CVPR 2021)
Python
26
star
42

AttnGAN-Tensorflow

Simple Tensorflow implementation of "AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks" (CVPR 2018)
Python
26
star
43

CLIP-Tensorflow

Simple Tensorflow implementation of CLIP
Python
24
star
44

Image_similarity_with_elastic_search

Find the original image of the converted image with elastic search
Python
22
star
45

RealnessGAN-Tensorflow

Simple Tensorflow implementation of "RealnessGAN: Real or Not Real, that is the Question" (ICLR 2020 Spotlight)
Python
22
star
46

ControlGAN-Tensorflow

Simple Tensorflow implementation of "ControlGAN: Controllable Text-to-Image Generation" (NeurIPS 2019)
Python
19
star
47

CycleGAN-Tensorflow

Simple Tensorflow implementation of CycleGAN
Python
18
star
48

diffusion-pytorch

μ΄ν™”μ—¬λŒ€ κ°•μ˜μžλ£Œ
Python
18
star
49

SRM-Tensorflow

Simple Tensorflow implementation of "SRM : A Style-based Recalibration Module for Convolutional Neural Networks"
Python
18
star
50

GAN-Tensorflow

An implementation of GAN using TensorFlow
Python
17
star
51

SDIT-Tensorflow

Simple Tensorflow implementation of "SDIT: Scalable and Diverse Cross-domain Image Translation" (ACM-MM 2019)
Python
16
star
52

StableGAN-Tensorflow

Simple Tensorflow implementation of "Stabilizing Adversarial Nets With Prediction Methods" (ICLR 2018)
Python
16
star
53

Toward_spatial_unbiased-Tensorflow

Simple Tensorflow implementation of "Toward Spatially Unbiased Generative Models" (ICCV 2021)
Python
16
star
54

denoising-diffusion-gan-Tensorflow

Tensorflow implementation of "Tackling the Generative Learning Trilemma with Denoising Diffusion GANs" (ICLR 2022 Spotlight)
Python
15
star
55

MirrorGAN-Tensorflow

Simple Tensorflow implementation of "MirrorGAN: Learning Text-to-image Generation by Redescription" (CVPR 2019)
Python
15
star
56

Word2VecJava

Word2Vec In Java (2013 google word2vec opensource)
Java
14
star
57

StackGAN-Tensorflow

Simple Tensorflow implementation of "StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks" (ICCV 2017 Oral)
Python
13
star
58

MDGAN-Tensorflow

Simple Tensorflow implementation of "MDGAN: Mixture Density Generative Adversarial Networks" (CVPR 2019)
Python
11
star
59

DiscoGAN-Tensorflow

Simple Tensorflow implementation of DiscoGAN
Python
11
star
60

stylegan2-pytorch

Pytorch implementation of StyleGAN2 in my style
Python
11
star
61

pix2pix-Tensorflow

SImple Tensorflow implementations of " Image-to-Image Translation with Conditional Adversarial Networks" (CVPR 2017)
Python
11
star
62

DCGAN-Tensorflow

SImple Tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
Python
10
star
63

taki0112

8
star
64

coding_interview

Programmers coding interview in Korean
Python
8
star
65

CIPS-Tensorflow

Simple Tensorflow implementation of "Image Generators with Conditionally-Independent Pixel Synthesis" (CVPR 2021 Oral)
Python
7
star
66

Image_classification_CNN-Tensorflow

Classify dog and cat images of kaggle data
Python
7
star
67

TFIDF_Java

Get TF-IDF of Words
Java
4
star
68

CNN_Tensorflow

Convolutional Neural Network with Tensorflow, MNIST data
Python
4
star
69

grid_sample-Tensorflow

Tensorflow implementation of the grid_sample of pytorch.
Python
3
star
70

NiN-Tensorflow

Simple Tensorflow implementation of Network in Network
Python
2
star
71

Naver-Keyword_Analysis

Keyword Analysis from Naver Hack Day
Java
2
star
72

mnist_embedding

Python
1
star
73

Deep-Q-network

Reinforcement study
Python
1
star
74

Bamboo

1
star