CM-GAN-Inpainting

Image Inpainting Framework

A deep learning framework for image inpainting using a cascaded modulation GAN design with object-aware training and spatial adaptive modulation.

CM-GAN for Image Inpainting

GitHub

242 stars
21 watching
20 forks
Language: Python
last commit: about 1 month ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
pathak22/context-encoder Unsupervised feature learning by image inpainting using Generative Adversarial Networks (GANs) 885
hanzhanggit/stackgan-v2 Software framework for training and evaluating generative models of images and text based on adversarial networks 843
cs-chan/artgan A software framework for generating art-inspired images using deep learning techniques 411
wuhuikai/gp-gan A software framework for generating high-resolution image blends by combining source and destination images using a deep generative model. 461
zcemycl/matlab-gan A collection of MATLAB implementations for Generative Adversarial Networks (GANs) and related deep learning techniques 186
karoly-hars/gan_image_colorizing This project explores image colorization using generative adversarial networks on the CIFAR10 dataset. 11
hanzhanggit/stackgan A PyTorch implementation of a generative adversarial network for image synthesis from text descriptions 1,860
boyuanjiang/context_encoder_pytorch A PyTorch implementation of a deep learning model for inpainting images using contextual information 365
wtjiang98/psgan An implementation of a deep learning-based makeup transfer algorithm that can robustly handle pose and expression variations in images. 727
zsdonghao/text-to-image A TensorFlow implementation of generating images from text descriptions using a Generative Adversarial Network (GAN) architecture 599
zhegan27/semantic_compositional_nets A deep learning framework providing a model architecture and training code for image captioning using semantic compositional networks 70
dribnet/portrain-gan A Python implementation of a Generative Adversarial Network (GAN) model used to generate portraits from latent codes. 40
chengzhag/deeppanocontext A PyTorch-based framework for 3D scene understanding with holistic context graph and relation-based optimization in panoramic images 89
huochaitiantang/pytorch-deep-image-matting Deep learning implementation of image matting, aiming to separate foreground and background from input images. 293
google-research/xmcgan_image_generation This implementation enables text-to-image generation by leveraging cross-modal contrastive learning. 98