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