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62 search results found

Mmagic ⭐ 6,572

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

Final2x ⭐ 4,754

2^x Image Super-Resolution ☢️

Image Super Resolution ⭐ 4,392

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Dcscn Super Resolution ⭐ 687

A 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.

Awesome Cvpr2021 Cvpr2020 Low Level Vision ⭐ 526

A Collection of Papers and Codes for CVPR2021/CVPR2020 Low Level Vision

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

Srcnn Tensorflow ⭐ 435

Image Super-Resolution Using Deep Convolutional Networks in Tensorflow https://arxiv.org/abs/1501.00092v3

Pytorch Srgan ⭐ 348

A modern PyTorch implementation of SRGAN

Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)

Swin2sr ⭐ 303

Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 1.8 M runs https://replicate.com/mv-lab/swin2sr

Edsr Tensorflow ⭐ 298

Tensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution

Highres Net ⭐ 269

Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project that was started at Element AI.

Super_resolution_with_cnns_and_gans ⭐ 261

Image Super-Resolution Using SRCNN, DRRN, SRGAN, CGAN in Pytorch

Deep Iterative Collaboration ⭐ 230

Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)

Awesome Computer Vision ⭐ 186

Awesome Resources for Advanced Computer Vision Topics

Zoom Learn Zoom ⭐ 183

computational zoom from raw sensor data

Pytorch Zssr ⭐ 165

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

Awesome Iccv2021 Low Level Vision ⭐ 145

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

Awesome Eccv2020 Low Level Vision ⭐ 134

A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction

[ICCV 2021 (Oral Presentation)] Dual-Camera Super-Resolution with Aligned Attention Modules (RefSR)

Tecogan Pytorch ⭐ 126

A PyTorch Reimplementation of TecoGAN: Temporally Coherent GAN for Video Super-Resolution

Deeply Recursive Cnn Tf ⭐ 114

Test implementation of Deeply-Recursive Convolutional Network for Image Super-Resolution

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

Super Image ⭐ 110

State-of-the-art image super resolution models for PyTorch.

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

Open source Python library for building bioimage analysis pipelines

Super Resolution Videos ⭐ 80

Applying SRGAN technique implemented in https://github.com/zsdonghao/SRGAN on videos to super resolve them.

Wacv2024 Safa ⭐ 77

WACV2024 - Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution

Anime Super Resolution ⭐ 77

动漫图片超分辨率（SISR）——基于WDSR (2019-4-30)

Tensorrt Examples ⭐ 71

TensorRT Examples (TensorRT, Jetson Nano, Python, C++)

Awesome Computer Vision Resources ⭐ 70

a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

Official TensorFlow code for paper "Multi-Image Super Resolution of Remotely Sensed Images Using Residual Attention Deep Neural Networks".

Msrgan A Gan For Single Image Super Resolution On High Content Screening Microscopy Images. ⭐ 40

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

Conffusion ⭐ 37

Official Implementation for the "Conffusion: Confidence Intervals for Diffusion Models" paper.

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

Lightfieldreconstruction ⭐ 28

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction

I Am Super ⭐ 25

Video Super Resolution Framework with Pytorch

Ai Challenge ⭐ 24

A code for converting and testing Tensorflow models for AI Challenge

Mobile_image Video_enhancement ⭐ 24

Sensifai image and video enhancement module on mobiles

Augmennt ⭐ 22

Augmentations for Neural Networks. Implementation of Torchvision's transforms using OpenCV and additional augmentations for super-resolution, restoration and image to image translation.

Image Super Resolution Application ⭐ 22

This is an Image Super Resolution model implemented in python using keras. This model comes with a GUI to allow users to make use of the model easily.

Pytorch Enhance ⭐ 20

Open-source Library of Image Super-Resolution Models, Datasets, and Metrics for Benchmarking or Pretrained Use

Tc Youkuvsre ⭐ 20

天池2019阿里巴巴优酷视频增强和超分辨率挑战赛自用代码，EDVR、WDSR、ESRGAN三个模型。

Trident Dehazing Network ⭐ 18

NTIRE 2020 NonHomogeneous Dehazing Challenge (CVPR Workshop 2020) 1st Solution.

Mirnet Keras ⭐ 17

Keras Implementation of MIRNet - SoTA in Image Denoising, Super Resolution and Image Enhancement - CVPR 2020

Srcnn Anime ⭐ 16

A Super-Resolution Convolutional Neural Network builds for artwork, anime, and illustration. Senior Project - Artwork Enlargement and Quality Improvement using Machine Learning. ICITEE 2021 - Enhancement of Anime Imaging Enlargement Using Modified Super-Resolution CNN.

Super Resolution Net ⭐ 15

SRNet 的 Keras 实现

Single-line inference of SOTA deep learning models

Visual_comparison ⭐ 14

A comparison tool to aid image/video enhancement research

Pixelunshuffle Pytorch ⭐ 12

PixelUnshuffle, inverse operation of PixelShuffle

Dual Interactive Implicit Neural Network ⭐ 11

Dual interactive implicit neural network for super resolving images to arbitrary resolutions.

MDSR 的 Keras 实现

TensorFlow implementation of SRCNN

Pytorch Rocket Esrgan ⭐ 7

PyTorch Rocket ESRGAN - Tutorial 1: The Magic Mirror

Enhancenet Pytorch ⭐ 7

A PyTorch implementation of EnhanceNet (ENET) for Single Image Super Resolution (SISR)

Face Crop Plus ⭐ 6

Face aligner and cropper with quality enhancement and attribute parsing

Superresolutioncnn ⭐ 6

Super resolution with convolutional neural network

Pytorch Super Resolution ⭐ 6

Super Resolution of low resolution Images in PyTorch

Short Summaries of Deep Learning Papers

Image Super Resolution ⭐ 6

SISR: RDN & RCAN

Master's Final Project: Adversarial Domain Adaptation Super Resolution

Face Swapping with One Target Image

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