cxm12 / UNiFMIRLinks
Pretraining a foundation model for generalizable fluorescence microscopy-based image restoration
☆58Updated last year
Alternatives and similar repositories for UNiFMIR
Users that are interested in UNiFMIR are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation of the "SN2N" -v0.3.5☆44Updated 3 months ago
- ☆83Updated last year
- Unsupervised content-preserving transformation for optical microscopy☆25Updated last year
- ☆65Updated last year
- SRDTrans: Spatial redundancy transformer for self-supervised fluorescence image denoising☆79Updated 11 months ago
- ☆49Updated last year
- ☆10Updated 4 years ago
- CVPR 2019: Fluorescence Microscopy Denoising (FMD) dataset☆134Updated 5 years ago
- ☆29Updated 2 years ago
- Tensorflow/keras implementation for image transformation from low-resolution (LR) image to super-resolved one, including single wide-fiel…☆109Updated 3 years ago
- A Tensorflow implementation of rationalized deep learning (rDL) based image denoising for microscopy images☆39Updated 2 years ago
- SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution☆17Updated 2 months ago
- img2vid☆21Updated 2 years ago
- Noise2Void - Learning Denoising from Single Noisy Images☆137Updated 3 years ago
- Combining image-to-image and class guided denoising diffusion probabilistic models.☆50Updated 2 years ago
- ☆23Updated 2 years ago
- Application of Diffusion Probablistic Model for unsupervised OCT denoising☆75Updated last year
- A benchmark for deep learning-based low dose CT image denoising☆30Updated 3 months ago
- [ICLR2023] Official repository of DDM2: Self-Supervised Diffusion MRI Denoising with Generative Diffusion Models☆175Updated last year
- Code for StructN2V method and experiments☆22Updated 3 years ago
- Official Python implementation of the 'Sparse deconvolution'-v0.3.0☆55Updated last year
- Deep learning driven structured illumination microscopy☆42Updated 5 years ago
- The official implementation of "Bayesian Image Super-Resolution with Deep Modeling of Image Statistics" via TensorFlow☆47Updated last year
- High-Quality Self-Supervised Deep Image Denoising - Unofficial PyTorch implementation of the NeurIPS 2019 paper☆69Updated 4 years ago
- DivNoising is an unsupervised denoising method to generate diverse denoised samples for any noisy input image. This repository contains t…☆42Updated 3 months ago
- This is the supplementary code for Dark sectioning. And it is private now☆33Updated last month
- ☆14Updated last year
- This repository hosts the code for HDN (associated with the paper https://arxiv.org/pdf/2104.01374.pdf) for pixel and structured noise re…☆35Updated last year
- ☆39Updated 2 years ago
- Repository for the publication "Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Dat…☆37Updated last year