This project shows Image Super Resolution using Deep Learning . Seven models are implemented SRCNN, FSRCNN,ESPCN, RDN, RFDN, Autoencoder and ESRGAN.
☆35Apr 6, 2026Updated 4 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:
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆35Sep 9, 2025Updated 11 months ago
- [IJCAI 2025] Offical implementation of the paper "Multi-View Learning with Context-Guided Receptance for Image Denoising".☆13Jun 26, 2025Updated last year
- PyTorch implementation of efficient image super-resolution models, e.g. SRCNN, ESPCN, FSRCNN, DRCN, VDSR, DRRN, EDSR, LapSRN, IDN, CARN e…☆22Mar 12, 2024Updated 2 years ago
- Official PyTorch implementation of WSR (Towards Lighter and Faster: Learning Wavelets Progressively for Image Super-Resolution) accepted …☆30Feb 5, 2021Updated 5 years ago
- Holographic Video Rendering from Object-based Media Group at MIT Media Lab☆23Mar 21, 2017Updated 9 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆17Sep 6, 2025Updated 11 months ago
- ☆10Aug 29, 2024Updated 2 years ago
- My Master Thesis at the ASL supervised by Hermann Blum, Francesco Milano and Dr. Cadena Cesar☆11Dec 20, 2022Updated 3 years ago
- Table top manipulation calibration between the robot arm, the fixed cameras and the camera in hand.☆13Apr 12, 2024Updated 2 years ago
- Facial recognition engine☆10Jul 12, 2026Updated last month
- FGA-SR: Fourier-Guided Attention Upsampling for Image Super-Resolution☆19Jul 7, 2026Updated last month
- Arctic sea ice 3D data visualisation built with React + BabylonJS☆15Dec 3, 2024Updated last year
- Depth Super-Resolution based on Deep Edge-Aware Learning☆11Sep 11, 2019Updated 6 years ago
- Official PyTorch implementation of The Linear Attention Resurrection in Vision Transformer☆15Sep 7, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Image restoration using spiking neural networks.☆11Jul 28, 2023Updated 3 years ago
- ☆10Mar 22, 2023Updated 3 years ago
- PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)☆21Apr 15, 2024Updated 2 years ago
- audio, NLP, ML with huggingface, nvidia/nemo, speechbrain☆11Sep 4, 2023Updated 2 years ago
- Docker powered container for using Nginx as reverse-proxy in combination with an OpenVPN Client.☆11Jan 1, 2020Updated 6 years ago
- An Approach for Medical Image Arbitrary Scale Super-Resolution☆11Mar 29, 2023Updated 3 years ago
- Apply a 2D Fourier transform to a gridded DEM to look for length scales and noise☆10Aug 16, 2021Updated 5 years ago
- ☆11Nov 1, 2024Updated last year
- PyTorch implementation of Wide Activation for Efficient and Accurate Image Super-Resolution (CVPR Workshop 2018)☆16Jun 20, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Kolmogorov-Arnold Attention: Is Learnable Attention Better for Vision Transformers?☆16Jul 9, 2025Updated last year
- Convolution NN resize initialization for subpixel convolutions☆35Feb 28, 2021Updated 5 years ago
- ☆16Apr 8, 2023Updated 3 years ago
- Scripts for examples in the lectures notes for Optimal Control and Estimation☆14Nov 14, 2023Updated 2 years ago
- A pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"☆15May 12, 2020Updated 6 years ago
- Classify river ice using SAR data☆12Jun 15, 2022Updated 4 years ago
- Image Processing Book MATLAB Codes in Python☆19Feb 26, 2023Updated 3 years ago
- Official implementation of the paper "Self-Calibrated Variance-Stabilizing Transformations for Real-World Image Denoising" (ICCV'25)☆15Nov 10, 2025Updated 9 months ago
- 图像去噪专栏☆16Jan 8, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- GlabTop2 (Glacier bed Topography) model☆18Dec 1, 2024Updated last year
- An intelligent agent for scientific research plotting☆15Apr 1, 2026Updated 4 months ago
- Scalable Facial Recognition Server Platform☆14Jun 17, 2026Updated 2 months ago
- PyTorch implementation of ECCV 2024 paper "Confidence-Based Iterative Generation for Real-World Image Super-Resolution"☆15Nov 17, 2024Updated last year
- ☆15Mar 15, 2025Updated last year
- [IEEE J-BHI-2024] Official Pytorch implementation of "M2Trans: Multi-Modal Regularized Coarse-to-Fine Transformer for Ultrasound Image Su…☆20Aug 23, 2026Updated last week
- [CVPR'26] Official implementation of "UCMNet: Uncertainty-Aware Context Memory Network for Under-Display Camera Image Restoration"☆18Aug 18, 2026Updated last week