One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

饕餮：A curated collection of resources for astrophysical research

A collection of loss functions with easy usage

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

Code release for paper ''DNF: Diffractive Neural Field for Lensless Microscopic Imaging''

Adding positional encoding to the input preserves sharp edges in the image

The repository contains the MATLAB codes requires for deconvolving an image with a spatially variant point response using a modified Richardson-Lucy algorithm with total variation regularisation an…

Learning to See through Turbulent Water

Implementation of ICCV 2019 paper "Restoration of Non-rigidly Distorted Underwater Images using a Combination of Compressive Sensing and Local Polynomial Image Representations"

Image Deblurring using Generative Adversarial Networks

Don't feel pain to use Deformable Convolution

2D U-Net using deformable convolution

Deformable ConvNets V2 (DCNv2) in PyTorch

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

Fast image deconvolution using hyper-Laplacian priors

DeepCAD: Deep self-supervised learning for calcium imaging denoising

image registration related books, papers, videos, and toolboxes