This project shows Image Super Resolution using Deep Learning . Seven models are implemented SRCNN, FSRCNN,ESPCN, RDN, RFDN, Autoencoder and ESRGAN.
☆33Apr 6, 2026Updated this week
Alternatives and similar repositories for super-resolution
Users that are interested in super-resolution are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official PyTorch implementation of The Linear Attention Resurrection in Vision Transformer☆16Sep 7, 2024Updated last year
- Official PyTorch implementation of WSR (Towards Lighter and Faster: Learning Wavelets Progressively for Image Super-Resolution) accepted …☆30Feb 5, 2021Updated 5 years ago
- ☆10Aug 29, 2024Updated last year
- PyTorch reimplementation of Noise2Same with enhancements☆11Mar 6, 2026Updated last month
- Examine the impact of perceptual and its alternatives loss on GLO☆14Nov 22, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- code for the paper titled "Adaptive Cross-Layer Attention for Image Restoration"☆14Nov 6, 2025Updated 5 months ago
- Table top manipulation calibration between the robot arm, the fixed cameras and the camera in hand.☆11Apr 12, 2024Updated 2 years ago
- MAT: Multi-Range Attention Transformer for Efficient Image Super-Resolution☆18Mar 28, 2025Updated last year
- [MICCAI 2025] This is the official code for the paper "Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration…☆22Nov 28, 2025Updated 4 months ago
- Arctic sea ice 3D data visualisation built with React + BabylonJS☆14Dec 3, 2024Updated last year
- Image restoration using spiking neural networks.☆11Jul 28, 2023Updated 2 years ago
- Scripts for examples in the lectures notes for Optimal Control and Estimation☆11Nov 14, 2023Updated 2 years ago
- Super Resolving Digital Elevation Models using a U-Net based convolutional residual network trained adverserially and using an improved l…☆13Jan 8, 2023Updated 3 years ago
- ☆17Mar 8, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆11Nov 1, 2024Updated last year
- Docker powered container for using Nginx as reverse-proxy in combination with an OpenVPN Client.☆11Jan 1, 2020Updated 6 years ago
- PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)☆21Apr 15, 2024Updated last year
- [Information Fusion 2025] MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification☆40Mar 21, 2026Updated 3 weeks ago
- pybullet WBC quadruped robot☆13Apr 5, 2022Updated 4 years ago
- Automated prediction of treatment effectiveness in ovarian cancer using histopathological images☆15Sep 10, 2024Updated last year
- Build lapack for iOS arm64☆15May 13, 2021Updated 4 years ago
- An Approach for Medical Image Arbitrary Scale Super-Resolution☆11Mar 29, 2023Updated 3 years ago
- Half-edge structure library for Unity (experimental; unfinished)☆27Jul 21, 2025Updated 8 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Apply a 2D Fourier transform to a gridded DEM to look for length scales and noise☆10Aug 16, 2021Updated 4 years ago
- [TPAMI 2025] Learning Efficient Deep Discriminative Spatial and Temporal Networks for Video Deblurring☆24Nov 17, 2025Updated 4 months ago
- Customized implementation of the U-Net in PyTorch for super-resolving hyper-low-field MRI images.☆19Apr 5, 2023Updated 3 years ago
- Implementation of D-SRGAN (Digital elevation map specific SRGAN for super resolution) in Pytorch.☆11Sep 13, 2022Updated 3 years ago
- ☆15Apr 8, 2023Updated 3 years ago
- Official PyTorch implementation of "The Devil is in the Details: Boosting Guided Depth Super-Resolution via Rethinking Cross-Modal Alignm…☆20Dec 9, 2024Updated last year
- 使用去噪深度卷积自动编码器对MNIST图像进行去噪☆16Mar 26, 2019Updated 7 years ago
- the code of GRFormer: Grouped Residual Self-Attention for Lightweight Single Image Super-Resolution☆26May 16, 2024Updated last year
- Classify river ice using SAR data☆12Jun 15, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- High-resolution Depth Maps Imaging via Attention-based Hierarchical Multi-modal Fusion (IEEE TIP 2022)☆15Jun 12, 2025Updated 10 months ago
- The Practical Machine Learning Course focuses on equipping learners with the essential skills and tools needed to apply machine learning …☆26May 7, 2023Updated 2 years ago
- PyTorch implementation of Wide Activation for Efficient and Accurate Image Super-Resolution (CVPR Workshop 2018)☆16Jun 20, 2019Updated 6 years ago
- PyTorch implementation of ECCV 2024 paper "Confidence-Based Iterative Generation for Real-World Image Super-Resolution"☆16Nov 17, 2024Updated last year
- Attention-Guided Hierarchical Fusion U-Net for Uncertainty-driven Medical Image Segmentation☆23Jul 11, 2025Updated 9 months ago
- Visualizer project with Unity☆54Oct 13, 2025Updated 5 months ago
- Deform2Self☆21Nov 23, 2022Updated 3 years ago