34 open source projects by taki0112

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

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

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

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

Simple Tensorflow implementation of CartoonGAN (CVPR 2018)

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

Simple Tensorflow implementation of ResNeXt using Cifar10

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

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

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

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

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

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

Summary of DeepLearning (Korean and English are included)

Simple Tensorflow DatasetAPI Tutorial for reading image

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

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

Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)

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

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

Simple Tensorflow implementation of Densenet using Cifar10, MNIST

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

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

Simple Tensorflow Cookbook for easy-to-use

Simple Tensorflow implementation of "Group Normalization"

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

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

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

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

Word2Vec In Java (2013 google word2vec opensource)

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

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

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

Simple Summary of CNN Architecture