Junho Kim

UGATIT. Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)

Tensorflow-Cookbook. Simple Tensorflow Cookbook for easy-to-use

SENet-Tensorflow. Simple Tensorflow implementation of "Squeeze and Excitation Networks" using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

StarGAN-Tensorflow. Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)

Self-Attention-GAN-Tensorflow. Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

Densenet-Tensorflow. Simple Tensorflow implementation of Densenet using Cifar10, MNIST

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

vit-tensorflow. Vision Transformer Cookbook with Tensorflow

MUNIT-Tensorflow. Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)

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

Tensorflow2-Cookbook. Simple Tensorflow 2.x Cookbook for easy-to-use

BigGAN-Tensorflow. Simple Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)

CartoonGAN-Tensorflow. Simple Tensorflow implementation of CartoonGAN (CVPR 2018)

GAN_Metrics-Tensorflow. Simple Tensorflow implementation of metrics for GAN evaluation (Inception score, Frechet-Inception distance, Kernel-Inception distance)

StyleGAN-Tensorflow. Simple & Intuitive Tensorflow implementation of StyleGAN (CVPR 2019 Oral)

ResNet-Tensorflow. Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152

ResNeXt-Tensorflow. Simple Tensorflow implementation of ResNeXt using Cifar10

AdaBound-Tensorflow. Simple Tensorflow implementation of "Adaptive Gradient Methods with Dynamic Bound of Learning Rate" (ICLR 2019)

Spectral_Normalization-Tensorflow. Simple Tensorflow Implementation of "Spectral Normalization for Generative Adversarial Networks" (ICLR 2018)

DRIT-Tensorflow. Simple Tensorflow implementation of "Diverse Image-to-Image Translation via Disentangled Representations" (ECCV 2018 Oral)

StarGAN_v2-Tensorflow. Simple Tensorflow implementation of StarGAN_v2

AMSGrad-Tensorflow. Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)

Awesome-DeepLearning-Study. Summary of DeepLearning (Korean and English are included)

UNIT-Tensorflow. Simple Tensorflow implementation of "Unsupervised Image to Image Translation Networks" (NIPS 2017 Spotlight)

RAdam-Tensorflow. Simple Tensorflow implementation of "On The Variance Of The Adaptive Learning Rate And Beyond"

partial_conv-Tensorflow. Simple Tensorflow implementation of "Partial Convolution based Padding" (partialconv)

FusionGAN-Tensorflow. Simple Tensorflow implementation of FusionGAN (CVPR 2018)

Tensorflow-DatasetAPI. Simple Tensorflow DatasetAPI Tutorial for reading image

TripleGAN-Tensorflow. Simple Tensorflow implementation of Triple Generative Adversarial Nets (NIPS 2017)

FUNIT-Tensorflow. Simple Tensorflow implementation of "Few-Shot Unsupervised Image-to-Image Translation" (ICCV 2019)

CASED-Tensorflow. Simple Tensorflow implementation of "Curriculum Adaptive Sampling for Extreme Data Imbalance" with multi GPU using LUNA16 (MICCAI 2017) / LUNA16 Tutorial

GDWCT-Tensorflow. Simple Tensorflow implementation of "Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation" (CVPR 2019 Oral)

SphereGAN-Tensorflow. Simple Tensorflow implementation of SphereGAN (CVPR 2019 Oral)

Diffusion-Tensorflow. Tensorflow implementations of Diffusion models (DDPM, DDIM)

RelativisticGAN-Tensorflow. Simple Tensorflow implementation of RelativisticGAN

AdamP-Tensorflow. Tensorflow Implementation of "Slowing Down the Weight Norm Increase in Momentum-based Optimizers"

GCNet-Tensorflow. Simple Tensorflow implementation of "GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond"

Batch_Instance_Normalization-Tensorflow. Simple Tensorflow implementation of Batch-Instance Normalization (NIPS 2018)

tf-torch-template. Deep learning project template with tensorflow & pytorch (multi-gpu version)

CLIP-Tensorflow. Simple Tensorflow implementation of CLIP

CNN-Architecture-Summary. Simple Summary of CNN Architecture

Group_Normalization-Tensorflow. Simple Tensorflow implementation of "Group Normalization"

Switchable_Normalization-Tensorflow. Simple Tensorflow implementation of "Switchable Normalization"

diffusion-pytorch. 이화여대 강의자료

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

AdaConv-Tensorflow. Simple Tensorflow implementation of "Adaptive Convolutions for Structure-Aware Style Transfer" (CVPR 2021)

Image_similarity_with_elastic_search. Find the original image of the converted image with elastic search

RealnessGAN-Tensorflow. Simple Tensorflow implementation of "RealnessGAN: Real or Not Real, that is the Question" (ICLR 2020 Spotlight)

ControlGAN-Tensorflow. Simple Tensorflow implementation of "ControlGAN: Controllable Text-to-Image Generation" (NeurIPS 2019)

CycleGAN-Tensorflow. Simple Tensorflow implementation of CycleGAN

StableGAN-Tensorflow. Simple Tensorflow implementation of "Stabilizing Adversarial Nets With Prediction Methods" (ICLR 2018)

Toward_spatial_unbiased-Tensorflow. Simple Tensorflow implementation of "Toward Spatially Unbiased Generative Models" (ICCV 2021)

MDGAN-Tensorflow. Simple Tensorflow implementation of "MDGAN: Mixture Density Generative Adversarial Networks" (CVPR 2019)

DiscoGAN-Tensorflow. Simple Tensorflow implementation of DiscoGAN

Image_classification_CNN-Tensorflow. Classify dog and cat images of kaggle data

paper-tips-and-tricks. Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

Data-Science--Cheat-Sheet. Cheat Sheets