chu246's repositories
StableVITON
[CVPR2024] StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-On
PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
TLC
Test-time Local Converter
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
NAFNet
The state-of-the-art image restoration model without nonlinear activation functions.
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Image-Denoising-with-Deep-CNNs
Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures
KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
InverseHalftoneColorization
Inverse Halftone Colorization: Making Halftone Prints Color Photos, ICIP2021
MSPRL
Rethinking PRL: A Multiscale Progressively Residual Learning Network for Inverse Halftoning
InverseHalftoning
An inverse halftoning model, which is applied to recover the 8-bit grayscale image from 1-bit error diffused halftones. [ACCV 2018]
ReversibleHalftoning
The first approach to utilize CNN for image dithering, which is actually non-trivial. This formulation enables us to equip it with extra features, e.g. reversibility. [ICCV 2021]
MIMO-UNet
MIMO-UNet - Official Pytorch Implementation
Deep-Halftoning
"Deep Context-Aware Descreening and Rescreening of Halftone Images" paper implementation.
Halftoning-Algorithms
Some implementation of halftoning algorithms.
DnCNN-1
Image Processing - Make noise images clean
DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
StructureAwareDCNN
Pytorch Implementation of StructureAware DCNN on Inverse Halftoning
InverseHalftoneWindows
Inverse Halftone updated to work on Windows 10
InverseHalftone
Inverse Halftoning Experiments
DnCNN-PyTorch
PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"