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Python
License
MIT License
Created over 6 years ago
Updated over 6 years ago

MingtaoGuo

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This code mainly implement the paper ' Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization ' by TensorFlow

PatchMatch

The algorithm of patch match implemented by python

Python

248

DCGAN_WGAN_WGAN-GP_LSGAN_SNGAN_RSGAN_BEGAN_ACGAN_PGGAN_TensorFlow

Implementation of some different variants of GANs by tensorflow, Train the GAN in Google Cloud Colab, DCGAN, WGAN, WGAN-GP, LSGAN, SNGAN, RSGAN, RaSGAN, BEGAN, ACGAN, PGGAN, pix2pix, BigGAN

Python

222

DragGAN_pytorch

Unofficial implementation of DragGAN with StyleGAN2/3 pretrained models

Python

Chinese-Character-and-Calligraphic-Image-Processing

Some interesting method like style transfer, GAN, deep neural networks for Chinese character and calligraphic image processing

Python

DnCNN-Denoise-Gaussian-noise-TensorFlow

Simple implementation of the paper (DnCNN)'Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising'

Python

Calligraphic-Images-Denoising-by-GAN

Calligraphic Images Denoising by GAN

Python

Face-Attribute-Editing-StyleGAN3

Face editing by e4e, text2stylegan,interfacegan,ganspace

Python

Style-transfer-with-neural-algorithm

Implementation of style transfer by tensorflow, for detail please see the paper "Image Style Transfer Using Convolutional Neural Networks"(CVPR2016)

Python

StyleSwap

Unofficial implementation of the paper: StyleSwap: Style-Based Generator Empowers Robust Face Swapping

Python

sngan_projection_TensorFlow

Simply implement the paper: cGANs with Projection Discriminator by TensorFlow

Python

Conditional-Instance-Norm-for-n-Style-Transfer

Implementation of the paper A Learned Representation for Artistic Style (Conditional instance normalization)

Python

CNN-for-Chinese-Calligraphy-Styles-classification

A convolution neural network with SE block and haar wavelet block for Chinese calligraphy styles classification by TensorFlow.(Paper: A novel CNN structure for fine-grained classification of Chinesecalligraphy styles)

Python

AnimateAnyone_unofficial

Unofficial implementation of Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation

Python

Learning-Residual-Images-for-Face-Attribute-Manipulation

The code of the paper 'Learning-Residual-Images-for-Face-Attribute-Manipulation' is implemented by TensorFlow

Python

Deep-image-analogy-TensorFlow

Implementation of the paper : Deep image analogy

Python

BigGAN-tensorflow

Reimplementation of the Paper: Large Scale GAN Training for High Fidelity Natural Image Synthesis

Python

Deep-Feature-Interporlation-Face-Attribute-manipulation-Glasses-Remove-Youth2Senior-etc.-TensorFlow

A simple implementation of the paper 'Deep Feature Interpolation for Image Content Changes'

Python

SRGAN-with-WGAN-Loss-TensorFlow

SRGAN (super resolution generative adversarial networks) with WGAN loss function in TensorFlow

Python

Residual-Dense-Network-Trained-with-cGAN-for-Super-Resolution

This repository is as a research project in the field of super resolution. It uses RDN as the generator and spectral norm is used in discriminator.

Python

Summary-of-deep-learning-papers

Collecting some interesting papers about computer vision

CycleGAN

A simple code of CycleGAN which is easy to read is implemented by TensorFlow

Python

DDPM_pytorch

Denoising Diffusion Probabilistic Models (DDPM)

Python

Semantic-Image-Inpainting-face-inpainting-TensorFlow

Simplely implement the paper 'Semantic Image Inpainting with Deep Generative Models' by TensorFlow

Python

FormResNet-Denoise-Gaussian-noise-TensorFlow

Simplely implement the paper 'FormResNet: Formatted Residual Learning for Image Restoration' by TensorFlow

Python

RetinaNet_TensorFlow

Implementation of RetinaNet (focal loss) by TensorFlow (object detection)

Python

CartoonGAN-tensorflow

Simple code implement the paper of CartoonGAN(CVPR2018)

Python

yolo_v1_v2_tensorflow

Simple implementation of yolo v1 and yolo v2 by TensorFlow

Python

CartoonBANK

We are committed to building an cartoon community using deep generative models

Python

face-guided-diffusion

Unofficial implementation guided diffusion trained with Celeba

Python

ContextEncoder_Cat-s_head_Inpainting_TensorFlow

Inplementing the paper 'Context Encoders: Feature Learning by Inpainting' by TensorFlow

Python

CapsuleNet_Tensorflow

The code of CapsuleNet

Python

RetinaNet_BiFPN_TensorFlow

Simply implement the RetinaNet with BiFPN (EfficientDet) by tensorflow

Python

Char-CNN-for-Text-Classification

Character-level Convolutional Networks for Text Classification

Python

RNN-TensorFlow

Some interesting applications of RNN, e.g. char rnn (pomes generation), seq2seq (machine translation), image captioning (NIC)

Python

DenseNet-TensorFlow

DenseNet for cifar10

Python

few-shot-neural-talking-head-tensorflow

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models TensorFlow

Python

Faster_RCNN_TensorFlow

Simple implementation of faster rcnn by TensorFlow, containing 4 step training and easy to understand

Python

Simple-Classifier-by-back-propatation

Implementing a simple classifier by numpy

Python

SinGAN_Pytorch

Reimplementing the paper "SinGAN: Learning a Generative Model from a Single Natural Image"

Python

JoJoGAN

Unofficial implementation of the paper: JoJoGAN: One Shot Face Stylization

Python

Pytorch_Learning_Diary

Learning pytorch on TensorFlow basis, and write down every error I meet.

Python

FCN_Segmentation_TensorFlow

Implementing the paper: Fully Convolutional Networks for Semantic Segmentation

Python

MingtaoGuo/Real-Time-Arbitrary-Style-Transfer-AdaIN-TensorFlow

MingtaoGuo

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