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Top 107 image-generation open source projects

Few Shot Patch Based Training

The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training

✭ 313

python deep-learning pytorch gan generative-adversarial-network style-transfer image-generation

PyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)

✭ 294

python image gan image-generation

Text To Image Synthesis

Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

✭ 288

python pytorch gans image-generation

Anime Face Dataset

🖼 A collection of high-quality anime faces.

✭ 272

python machine-learning computer-vision dataset gan anime image-generation

Inpainting gmcnn

Image Inpainting via Generative Multi-column Convolutional Neural Networks, NeurIPS2018

✭ 256

python deep-learning pytorch tensorflow gan image-generation

PHP library allowing thumbnail, snapshot or PDF generation from a url or a html page. Wrapper for wkhtmltopdf/wkhtmltoimage

✭ 3,986

PHP image-generation html-to-pdf pdf-generation hacktoberfest html-to-image

Awesome-ICCV2021-Low-Level-Vision

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

✭ 163

computer-vision gan image-manipulation image-generation super-resolution image-denoising image-deblurring image-to-image-translation image-enhancement image-transfer frame-interpolation image-deraining iccv2021

clip-guided-diffusion

A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

✭ 260

python Jupyter Notebook deep-learning artificial-intelligence openai image-generation multimodality text-to-image diffusion multimodal text-to-image-synthesis openai-clip

[ACCV 2018 Oral] Dual Generator Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

✭ 42

python shell gan image-generation multi-domain asymmetric image-to-image-translation hand-gesture senz3d-dataset

Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)

✭ 127

Jupyter Notebook shell python gan image-generation data-efficient cvpr2021

MNIST-invert-color

Invert the color of MNIST images with PyTorch

✭ 13

python color cnn pytorch generative-adversarial-network gan mnist image-generation convolutional-neural-networks generative-adversarial-networks cycle-gan invert

Applied Deep Learning (2019 Spring) @ NTU

✭ 20

Jupyter Notebook python reinforcement-learning pytorch generative-adversarial-network gan policy-gradient image-generation ntu attention-mechanism bert adl actor-critic rnn-pytorch elmo deep-q-learning-network contextual-embeddings adl2019spring dialogue-modeling

unsupervised video and image generation

✭ 50

python C++tensorflow generative-model image-generation video-generation

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

canvas-constructor

An ES6 utility for canvas with built-in functions and chained methods.

✭ 96

typescript HTML canvas node-canvas draw image-generation chain-methods image-rendering font-rendering

Deep-Exemplar-based-Video-Colorization

The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".

✭ 180

python computer-vision deep-learning image-processing pytorch generative-adversarial-network gan image-generation colorization old-photo

automatic-manga-colorization

Use keras.js and cyclegan-keras to colorize manga automatically. All computation in browser. Demo is online:

✭ 20

javascript CSS GLSL computer-vision deep-learning keras gan image-manipulation image-generation cyclegan keras-js cyclegan-keras

mSRGAN-A-GAN-for-single-image-super-resolution-on-high-content-screening-microscopy-images.

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

✭ 52

Jupyter Notebook python computer-vision deep-learning image-reconstruction gan image-generation convolutional-neural-networks perceptual-losses super-resolution generative-adversarial-networks vgg19 srgan microscopy-images high-content-screening

TriangleGAN, ACM MM 2019.

✭ 28

python shell matlab TeX deep-neural-networks deep-learning dataset generative-adversarial-network generative-model image-recognition image-generation gesture-recognition image-translation hand-gesture acmmm2019 gesture-to-gesture gesture-translation

Official PyTorch implementation of the paper Image-Based CLIP-Guided Essence Transfer.

✭ 158

Jupyter Notebook python image-generation clip stylegan2

Deep Learning for Computer Vision (CommE 5052) in NTU

✭ 38

Jupyter Notebook python recognition computer-vision deep-learning pytorch seq2seq image-generation face-recognition convolutional-neural-networks image-segmentation semantic-segmentation action-recognition many-to-many model-compression codeword feature-disentanglement

Awesome-Text-to-Image

A Survey on Text-to-Image Generation/Synthesis.

✭ 251

deep-learning survey generative-adversarial-network image-generation text-to-image image-synthesis awseome-list

Semantic Pyramid for Image Generation

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

✭ 45

python shell machine-learning deep-neural-networks deep-learning cnn pytorch generative-adversarial-network gan image-generation convolutional-neural-networks adversarial-learning semantic-pyramid semantic-pyramid-image-generation

Official implementation of "Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis"(WACV 2022/CVPRW 2021)

✭ 44

python computer-vision deep-learning sketch pytorch gan image-manipulation image-generation gans cvpr image2image open-domain wacv cvpr2021 wacv2022

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

✭ 43

python computer-vision pytorch generative-adversarial-network image-generation image-restoration underwater-image low-level-vision

naver-webtoon-faces

Generative models on NAVER Webtoon faces

✭ 254

Jupyter Notebook python image-generation image-to-image-translation face2cartoon

CFG-GAN: Composite functional gradient learning of generative adversarial models

✭ 15

C++Cuda shell image-generation generative-adversarial-networks generative-models composite-functional-gradient

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

✭ 232

python shell machine-learning computer-vision deep-learning pytorch gan image-generation multi-modal generative-adversarial-networks oasis image-to-image-translation bcai semantic-image-synthesis iclr2021 label-to-image-translation

TimeSeries2DBarChartImageCNN

Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)

✭ 25

python java image-generation convolutional-neural-networks price-prediction

WGAN-GP-TensorFlow

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

✭ 42

python generative-adversarial-network gan image-generation lsgan wgan-gp image-synthesis

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

✭ 394

python pytorch image-editing image-manipulation image-generation score-matching controllable-generation

Image-space texture optimization of 3D meshes using PyTorch

✭ 60

python GLSL shell optimization pytorch image-generation texture-mapping

SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder (BMVC 2021)

✭ 28

python gan image-generation superpixel image-to-image-translation image-synthesis semantic-image-synthesis style-encoder

Continuous-Image-Autoencoder

Deep learning image autoencoder that not depends on image resolution

✭ 20

python keras autoencoder image-generation

image generator 2

Progressive GANによる画像生成器

✭ 31

python pytorch gan image-generation progressive-gan

Attribute-Guided Sketch-to-Image Generation

✭ 67

python shell gan face image-generation sketch-to-image attribute-guided

netflix-show-generator

A tool for generating Netflix show image

✭ 18

Vue SCSS javascript image-processing netflix image-generation nuxtjs hacktoberfest konvajs canvasjs vue-konva hacktoberfest2022

🤖🖌️ Generate photo-realistic textures based on source images. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.

✭ 495

python deep-learning image-processing generative-model image-manipulation image-generation command-line-tool texture-synthesis computational-photography texture-generation

multiple-objects-gan

Implementation for "Generating Multiple Objects at Spatially Distinct Locations" (ICLR 2019)

✭ 111

python shell gan image-generation stackgan clevr ms-coco multi-mnist attngan

A sketch extractor for anime/illustration.

✭ 1,623

python Dockerfile Makefile computer-vision deep-learning anime sketch comic manga pytorch generative-adversarial-network gan image-generation gans gradio wacv

Local image generation using VQGAN-CLIP or CLIP guided diffusion

✭ 94

python HTML shell deep-learning generative-art image-generation clip text2image streamlit vqgan-clip guided-diffusion

CycleGAN-Models

Models generated by CycleGAN

✭ 42

machine-learning computer-vision deep-learning neural-network gan image-generation cyclegan

Generate images from texts. In Russian

✭ 1,606

Jupyter Notebook python pytorch transformer openai image-generation russian text-to-image russian-language dalle

universum-contracts

text-to-image generation gems / libraries incl. moonbirds, cyberpunks, coolcats, shiba inu doge, nouns & more

✭ 17

ruby avatars image-generation doge text-to-image smileys pixelart 24x24 punks 24px moonbirds cyberpunks profilepic readymades

soft-intro-vae-pytorch

[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"

✭ 170

Jupyter Notebook python pytorch vae image-generation density-estimation variational-autoencoder vae-pytorch cvpr2021 soft-introvae soft-intro-vae

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

✭ 312

python computer-vision deep-learning pytorch generative-adversarial-network image-manipulation image-generation gans image-translation image-synthesis cocosnet

[ICLR 2021 Spotlight] A Good Image Generator Is What You Need for High-Resolution Video Synthesis

✭ 224

python Cuda shell C++deep-learning gan image-generation video-generation

61-107 of 107 image-generation projects