um-dsrg / RUMpyLinks
Open source image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art deep learning models. Also acts as the companion code for the MDPI Sensors journal paper titled 'The Best of Both Worlds: A Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks'
☆29Updated 2 years ago
Alternatives and similar repositories for RUMpy
Users that are interested in RUMpy are comparing it to the libraries listed below
Sorting:
- "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.☆23Updated 3 years ago
- Official PyTorch Implementation of "StarSRGAN: Improving Real-World Blind Super-Resolution" (WSCG 2023)☆54Updated last year
- Codes for "Mitigating Artifacts in Real-World Video Super-Resolution Models"☆59Updated 3 years ago
- [CVPR 2022] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". Official repo: https://github.com/google-research/max…☆20Updated 3 years ago
- ☆66Updated 4 years ago
- Efficient Space-time Super Resolution using Flow and Mask Upsampling☆10Updated 4 years ago
- [ICCV'23] VQD-SR: Learning Data-Driven Vector-Quantized Degradation Model for Animation Video Super-Resolution☆48Updated last year
- ☆40Updated 4 years ago
- Local-Global Fusion Network for Video Super-Resolution☆15Updated 5 years ago
- Blind Super Resolution based on USRNet and Kernel GAN☆16Updated 5 years ago
- Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation☆66Updated 2 years ago
- Code of the ICASSP 2022 paper "Gradient Variance Loss for Structure Enhanced Super-Resolution"☆33Updated 3 years ago
- Update BasicSR to support PyTorch2.0 DDP training☆15Updated 2 years ago
- NeurIPS 2021, Spotlight, Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution☆119Updated 3 years ago
- SamplingAug: On the Importance of Patch Sampling Augmentation for Single Image Super-Resolution (BMVC2021)☆39Updated 3 years ago
- Paper accepted by CVPR Workshop, NTIRE 2022☆31Updated 2 years ago
- Official Implementation of VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data (WACV 2024)☆51Updated last year
- MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces (ICCV 2023)☆60Updated 2 years ago
- Official implementation of the paper DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows☆94Updated 3 years ago
- Non-linear Motion Estimation for Video Frame Interpolation using Space-time Convolutions☆20Updated 3 years ago
- ☆32Updated 7 months ago
- Our work on foveated video super-resolution accepted by WACV 2023☆21Updated 3 years ago
- Revisiting RCAN: Improved Training for Image Super-Resolution☆96Updated 3 years ago
- Official implementation of our IJCV paper☆38Updated 2 years ago
- The state-of-the-art VSR☆122Updated 2 years ago
- [PRICAI 2023] A-ESRGAN aims to provide better super-resolution images by using multi-scale attention U-net discriminators.☆131Updated 3 years ago
- NeurIPS 2023 - Real-world super-resolution as multi-task learning☆24Updated last year
- PyTorch implementation of "Towards Interpretable Video Super-Resolution via Alternating Optimization (ECCV2022)"☆74Updated last year
- From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution (ECCV 2022)☆124Updated 3 years ago
- A Progressive Fusion Generative Adversarial Network for Realistic and Consistent Video Super-Resolution☆16Updated 3 years ago