ArtGAN

Art image generator

A software framework for generating art-inspired images using deep learning techniques

ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image synthesis and we name the proposed model as “ArtGAN”.

GitHub

411 stars
12 watching
66 forks
Language: Python
last commit: about 1 year ago
art-generatorartganartwork-synthesisdeep-learningfine-art-paintingsgangenerative-adversarial-networkimage-generationimage-synthesiswikiartwikiart-datasetwikiarts

Related projects:

Repository Description Stars
pavitrakumar78/anime-face-gan-keras A GAN-based system to generate anime faces using a custom dataset 198
google-research/xmcgan_image_generation This implementation enables text-to-image generation by leveraging cross-modal contrastive learning. 98
rbbrdckybk/ai-art-generator Automates large batches of AI-generated artwork locally using GPU acceleration. 634
arkaju/image-colorization-cyclegan A project that utilizes Generative Adversarial Networks to colorize grayscale images 19
mingyuliutw/cogan An implementation of a Generative Adversarial Network (GAN) designed to generate diverse types of images from single input images 285
jayleicn/animegan A PyTorch implementation of Generative Adversarial Networks for anime face drawing 1,280
casualganpapers/make-a-scene PyTorch implementation of a scene-based text-to-image generation system with human priors using Generative Adversarial Networks and semantic segmentation 333
yitong91/storygan A framework for generating images that describe stories using deep learning techniques 233
aldernero/sketchy A framework for creating generative art in Go using the ebiten game engine and canvas for drawing. 49
tensorlayer/dcgan A deep learning implementation of a generative adversarial network for generating images from text descriptions. 339
dribnet/portrain-gan A Python implementation of a Generative Adversarial Network (GAN) model used to generate portraits from latent codes. 40
jolibrain/joligen An integrated framework for training custom generative AI models 244
pbaylies/stylegan2 Implementation of a generative adversarial network for generating images with conditional variations. 315
htzheng/cm-gan-inpainting A deep learning framework for image inpainting using a cascaded modulation GAN design with object-aware training and spatial adaptive modulation. 242
hanzhanggit/stackgan-v2 Software framework for training and evaluating generative models of images and text based on adversarial networks 843