StarGAN v2-Tensorflow - Simple Tensorflow implementation of StarGAN v2

Last update: Jul 02, 2022

Related tags

Deep Learning StarGAN_v2-Tensorflow

Overview

Official Tensorflow implementation Open ! -> Clova AI

StarGAN v2 — Un-official TensorFlow Implementation [Paper] [Pytorch]

: Diverse Image Synthesis for Multiple Domains

Overview

Architecture

Generator	Mapping Network	Style Encoder & Discriminator

Usage

├── dataset
   └── YOUR_DATASET_NAME
       ├── train
           ├── domain1 (domain folder)
               ├── xxx.jpg (domain1 image)
               ├── yyy.png
               ├── ...
           ├── domain2
               ├── aaa.jpg (domain2 image)
               ├── bbb.png
               ├── ...
           ├── domain3
           ├── ...
       ├── test
           ├── zzz.jpg (any content image)
           ├── www.png
           ├── ...

Train

python main.py --dataset celebA-HQ_gender --phase train --batch_size 2 --gpu_num 4

Test

python main.py --dataset celebA-HQ_gender --phase test

Refer test

python main.py --dataset celebA-HQ_gender --phase refer_test --refer_img_path refer_img.jpg

Our results

Author

Junho Kim

Owner

Junho Kim

Research Scientist

GitHub Repository

Code for "Typilus: Neural Type Hints" PLDI 2020

Typilus A deep learning algorithm for predicting types in Python. Please find a preprint here. This repository contains its implementation (src/) and

47 Nov 08, 2022

Meta-TTS: Meta-Learning for Few-shot SpeakerAdaptive Text-to-Speech

Meta-TTS: Meta-Learning for Few-shot SpeakerAdaptive Text-to-Speech This repository is the official implementation of "Meta-TTS: Meta-Learning for Few

128 Dec 25, 2022

Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"

RealBasicVSR [Paper] This is the official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution, arXiv". This repository contain

566 Dec 28, 2022

ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction

ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction. NeurIPS 2021.

59 Nov 25, 2022

duralava is a neural network which can simulate a lava lamp in an infinite loop.

duralava duralava is a neural network which can simulate a lava lamp in an infinite loop. Example This is not a real lava lamp but a "fake" one genera

87 Dec 20, 2022

TorchGeo is a PyTorch domain library, similar to torchvision, that provides datasets, transforms, samplers, and pre-trained models specific to geospatial data.

1.3k Dec 30, 2022

Filtering variational quantum algorithms for combinatorial optimization

Current gate-based quantum computers have the potential to provide a computational advantage if algorithms use quantum hardware efficiently.

1 Feb 09, 2022

PyTorch reimplementation of minimal-hand (CVPR2020)

Minimal Hand Pytorch Unofficial PyTorch reimplementation of minimal-hand (CVPR2020). you can also find in youtube or bilibili bare hand youtube or bil

228 Dec 29, 2022

EfficientNetv2 TensorRT int8

EfficientNetv2_TensorRT_int8 EfficientNetv2模型实现来自https://github.com/d-li14/efficientnetv2.pytorch 环境配置 ubuntu：18.04 cuda：11.0 cudnn：8.0 tensorrt：7

34 Apr 24, 2022

Learning embeddings for classification, retrieval and ranking.

StarSpace StarSpace is a general-purpose neural model for efficient learning of entity embeddings for solving a wide variety of problems: Learning wor

3.8k Dec 22, 2022

Pytorch code for paper "Image Compressed Sensing Using Non-local Neural Network" TMM 2021.

NL-CSNet-Pytorch Pytorch code for paper "Image Compressed Sensing Using Non-local Neural Network" TMM 2021. Note: this repo only shows the strategy of

7 Nov 07, 2022

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

Adversarial Robustness Toolbox (ART) is a Python library for Machine Learning Security. ART provides tools that enable developers and researchers to defend and evaluate Machine Learning models and ap

3.4k Jan 04, 2023

StarGAN v2-Tensorflow - Simple Tensorflow implementation of StarGAN v2

Related tags

Overview

Official Tensorflow implementation Open ! -> Clova AI

StarGAN v2 — Un-official TensorFlow Implementation [Paper] [Pytorch]

: Diverse Image Synthesis for Multiple Domains

Overview

Architecture

Usage

Train

Test

Refer test

Our results

Author

Owner

Junho Kim

Code for "Typilus: Neural Type Hints" PLDI 2020

Meta-TTS: Meta-Learning for Few-shot SpeakerAdaptive Text-to-Speech

Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"

ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction

duralava is a neural network which can simulate a lava lamp in an infinite loop.

TorchGeo is a PyTorch domain library, similar to torchvision, that provides datasets, transforms, samplers, and pre-trained models specific to geospatial data.

Filtering variational quantum algorithms for combinatorial optimization

PyTorch reimplementation of minimal-hand (CVPR2020)

EfficientNetv2 TensorRT int8

Learning embeddings for classification, retrieval and ranking.

Pytorch code for paper "Image Compressed Sensing Using Non-local Neural Network" TMM 2021.

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape Completion

[NeurIPS'20] Self-supervised Co-Training for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.

Object Database for Super Mario Galaxy 1/2.

StyleGAN2-ada for practice

We propose a new method for effective shadow removal by regarding it as an exposure fusion problem.

A basic neural network for image segmentation.

Source code for Fathony, Sahu, Willmott, & Kolter, "Multiplicative Filter Networks", ICLR 2021.

Probabilistic Tensor Decomposition of Neural Population Spiking Activity