SewarAll image quality metrics you need in one package.
Stars: ✭ 299 (+510.2%)
GSOCRepository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662790671826944
Stars: ✭ 61 (+24.49%)
UsrnetDeep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
Stars: ✭ 493 (+906.12%)
DrnClosed-loop Matters: Dual Regression Networks for Single Image Super-Resolution
Stars: ✭ 327 (+567.35%)
Real-ESRGAN-colabA Real-ESRGAN model trained on a custom dataset
Stars: ✭ 18 (-63.27%)
Wdsr ntire2018Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018
Stars: ✭ 570 (+1063.27%)
Caffe VdsrA Caffe-based implementation of very deep convolution network for image super-resolution
Stars: ✭ 273 (+457.14%)
RCAN-tfTensorFlow code for ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
Stars: ✭ 25 (-48.98%)
Dbpn PytorchThe project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)
Stars: ✭ 459 (+836.73%)
RealsrReal-World Super-Resolution via Kernel Estimation and Noise Injection
Stars: ✭ 367 (+648.98%)
NanoJ-FluidicsManual, source-code and binaries for the NanoJ-Fluidics project
Stars: ✭ 47 (-4.08%)
SrganA PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
Stars: ✭ 644 (+1214.29%)
Pytorch VdsrVDSR (CVPR2016) pytorch implementation
Stars: ✭ 313 (+538.78%)
SpsrPytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020)
Stars: ✭ 280 (+471.43%)
Ntire2017Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"
Stars: ✭ 554 (+1030.61%)
Video2xA lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.
Stars: ✭ 3,760 (+7573.47%)
Tensorflow SrganTensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)
Stars: ✭ 33 (-32.65%)
traiNNertraiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
Stars: ✭ 130 (+165.31%)
RaisrA Python implementation of RAISR
Stars: ✭ 480 (+879.59%)
RAMSOfficial TensorFlow code for paper "Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks".
Stars: ✭ 55 (+12.24%)
Srgan TensorflowTensorflow implementation of the SRGAN algorithm for single image super-resolution
Stars: ✭ 754 (+1438.78%)
tensorrt-examplesTensorRT Examples (TensorRT, Jetson Nano, Python, C++)
Stars: ✭ 31 (-36.73%)
Fast SrganA Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
Stars: ✭ 417 (+751.02%)
Pixel Recursive Super ResolutionTensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)
Stars: ✭ 374 (+663.27%)
KairImage Restoration Toolbox (PyTorch). Training and testing codes for USRNet, DnCNN, FFDNet, SRMD, DPSR, ESRGAN
Stars: ✭ 677 (+1281.63%)
SrmdLearning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
Stars: ✭ 333 (+579.59%)
DncnnBeyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
Stars: ✭ 912 (+1761.22%)
Edsr TensorflowTensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution
Stars: ✭ 314 (+540.82%)
Dcscn Super ResolutionA tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.
Stars: ✭ 611 (+1146.94%)
ToflowTOFlow: Video Enhancement with Task-Oriented Flow
Stars: ✭ 314 (+540.82%)
Pytorch SrganA modern PyTorch implementation of SRGAN
Stars: ✭ 289 (+489.8%)
Zooming Slow Mo Cvpr 2020Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)
Stars: ✭ 555 (+1032.65%)
Tdan Vsr Cvpr 2020TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020
Stars: ✭ 277 (+465.31%)
ScnScale-wise Convolution for Image Restoration
Stars: ✭ 26 (-46.94%)
SinganOfficial pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
Stars: ✭ 2,983 (+5987.76%)
SrflowOfficial SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch
Stars: ✭ 537 (+995.92%)
MirnetOfficial repository for "Learning Enriched Features for Real Image Restoration and Enhancement" (ECCV 2020). SOTA results for image denoising, super-resolution, and image enhancement.
Stars: ✭ 247 (+404.08%)
Rcan TensorflowImage Super-Resolution Using Very Deep Residual Channel Attention Networks Implementation in Tensorflow
Stars: ✭ 43 (-12.24%)
Srcnn TensorflowImage Super-Resolution Using Deep Convolutional Networks in Tensorflow https://arxiv.org/abs/1501.00092v3
Stars: ✭ 489 (+897.96%)
SwinIRSwinIR: Image Restoration Using Swin Transformer (official repository)
Stars: ✭ 1,260 (+2471.43%)
NeuralsuperresolutionReal-time video quality improvement for applications such as video-chat using Perceptual Losses
Stars: ✭ 18 (-63.27%)
DLSSDeep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.
Stars: ✭ 88 (+79.59%)
LiifLearning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
Stars: ✭ 458 (+834.69%)
srVAEVAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.
Stars: ✭ 56 (+14.29%)
Super ResolutionTensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
Stars: ✭ 952 (+1842.86%)
TMNetThe official pytorch implemention of the CVPR paper "Temporal Modulation Network for Controllable Space-Time Video Super-Resolution".
Stars: ✭ 77 (+57.14%)
Waifu2xImage Super-Resolution for Anime-Style Art
Stars: ✭ 22,741 (+46310.2%)
RdnTorch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)
Stars: ✭ 412 (+740.82%)
SrrescganCode repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).
Stars: ✭ 44 (-10.2%)
Jsi GanOfficial repository of JSI-GAN (Accepted at AAAI 2020).
Stars: ✭ 42 (-14.29%)
Super Resolution cnn Implementation of 'Image Super-Resolution using Deep Convolutional Network'
Stars: ✭ 27 (-44.9%)
DpsrDeep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)
Stars: ✭ 738 (+1406.12%)
Waifu2x Extension GuiVideo, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, SRMD, RealSR, Anime4K, RIFE, CAIN, DAIN, and ACNet.
Stars: ✭ 5,463 (+11048.98%)