This project shows Image Super Resolution using Deep Learning . Seven models are implemented SRCNN, FSRCNN,ESPCN, RDN, RFDN, Autoencoder and ESRGAN.
☆34Apr 6, 2026Updated 2 months ago
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:
- Very Deep Super Resolution (VDSR) CNN for improved resolution of Digital Elevation Models☆36Feb 23, 2021Updated 5 years ago
- Official PyTorch implementation of The Linear Attention Resurrection in Vision Transformer☆15Sep 7, 2024Updated last year
- ☆10Aug 29, 2024Updated last year
- 3D quantitative label-free imaging with phase and polarization☆19May 15, 2025Updated last year
- PyTorch reimplementation of Noise2Same with enhancements☆12Mar 6, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆17Sep 6, 2025Updated 9 months ago
- Examine the impact of perceptual and its alternatives loss on GLO☆15Nov 22, 2021Updated 4 years ago
- Blind quality assessment for image superresolution using deep two-stream convolutional networks, published in Information Sciences 2020☆13Sep 19, 2021Updated 4 years ago
- code for the paper titled "Adaptive Cross-Layer Attention for Image Restoration"☆14Nov 6, 2025Updated 7 months ago
- Table top manipulation calibration between the robot arm, the fixed cameras and the camera in hand.☆13Apr 12, 2024Updated 2 years 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
- 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
- ☆10Mar 22, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆17Mar 8, 2024Updated 2 years ago
- ☆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
- React implementation of image super-resolution using deep convolutional neural network (SRCNN)☆13Nov 9, 2018Updated 7 years ago
- ☆15Feb 19, 2021Updated 5 years ago
- Scripts for examples in the lectures notes for Optimal Control and Estimation☆12Nov 14, 2023Updated 2 years ago
- pybullet WBC quadruped robot☆13Apr 5, 2022Updated 4 years ago
- Build lapack for iOS arm64☆15May 13, 2021Updated 5 years ago
- An Approach for Medical Image Arbitrary Scale Super-Resolution☆11Mar 29, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Half-edge structure library for Unity (experimental; unfinished)☆28Jul 21, 2025Updated 11 months ago
- 图像去噪专栏☆15Jan 8, 2025Updated last year
- 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☆27Nov 17, 2025Updated 7 months ago
- Customized implementation of the U-Net in PyTorch for super-resolving hyper-low-field MRI images.☆19Apr 5, 2023Updated 3 years ago
- Unsupervised Deep Learning for DAS-VSP Denoising Using Attention-Based Deep Image Prior☆28Aug 19, 2025Updated 10 months ago
- Implementation of two legged robots controller. One bipedal (ATLAS) using the inverted pendulum model as well as a quadruped robot. For t…☆14May 24, 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
- Node-RED Flow (and web page example) for the LLaMA AI model☆11Jul 27, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- the code of GRFormer: Grouped Residual Self-Attention for Lightweight Single Image Super-Resolution☆26May 16, 2024Updated 2 years ago
- [TIP-2025] Official Pytorch implementation of "Structural Similarity-Inspired Unfolding for Lightweight Image Super-Resolution"☆34Jul 8, 2025Updated 11 months ago
- [AAAI 2025] Official implementation of the paper "EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Sup…☆25Apr 15, 2025Updated last year
- [AAAI 2026] Official repository of Circulant Attention☆58Updated this week
- GlabTop2 (Glacier bed Topography) model☆18Dec 1, 2024Updated last year
- U-Net: Convolutional Networks for Biomedical Image Segmentation☆32Mar 30, 2020Updated 6 years ago
- audio, NLP, ML with huggingface, nvidia/nemo, speechbrain☆11Sep 4, 2023Updated 2 years ago