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
eccv_aeris
📷 [ECCV 2022] Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection
https://github.com/christophreich1996/deepfoveapp_for_video_reconstruction_and_super_resolution
DeepFovea++: Reconstruction and Super-Resolution for Natural Foveated Rendered Videos (PyTorch).
https://github.com/bytedance/rlfn
Winner of runtime track in NTIRE 2022 challenge on Efficient Super-Resolution
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.
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.
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.
superres-mri
Portable, modular, reusable, and reproducible processing pipeline software for fetal brain MRI super-resolution
msdan
Lightweight multi-scale distillation attention network for image super-resolution (KBS 2024)