mmagic
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.
frc
frc is a Python package for computing the Fourier Ring Correlation (FRC) of images using DIPlib
pymialsrtk
The Medical Image Analysis Laboratory Super-Resolution ToolKit (MIALSRTK) consists of a set of C++ and Python processing and workflow tools necessary to perform motion-robust super-resolution fetal MRI reconstruction in the BIDS Apps framework.
basicsr
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.
srrescgan
Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).
optimized-spectral-superresolution
Spectral Super-Resolution with Optimized Bands
https://github.com/compvis/fm-boosting
FMBoost: Boosting Latent Diffusion with Flow Matching (ECCV 2024 Oral)
https://github.com/ai-forever/real-esrgan
PyTorch implementation of Real-ESRGAN model
deepinv
DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning
superres-mri
Portable, modular, reusable, and reproducible processing pipeline software for fetal brain MRI super-resolution
imswitch
ImSwitch is a software solution in Python that aims at generalizing microscope control by providing a solution for flexible control of multiple microscope modalities.
eccv_aeris
📷 [ECCV 2022] Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection
deepbedmap
Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.
https://github.com/christophreich1996/deepfoveapp_for_video_reconstruction_and_super_resolution
DeepFovea++: Reconstruction and Super-Resolution for Natural Foveated Rendered Videos (PyTorch).
msdan
Lightweight multi-scale distillation attention network for image super-resolution (KBS 2024)
https://github.com/awslabs/aws-ai-solution-kit
Machine Learning APIs for common use cases, include: General OCR (Simplified/Traditional Chinese), Custom OCR, Image Similarity, Object Recognition, Face Detection, Face Comparison, Human Image Segmentation, Human Attribute Recognition, Pornography Detection, Image Super Resolution, Text Similarity, Car License Plate, etc.
https://github.com/bytedance/rlfn
Winner of runtime track in NTIRE 2022 challenge on Efficient Super-Resolution