Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub / HilaManor / GaussianDenoisingPosterior
We derive a fundamental property of the posterior distribution in Gaussian denoising, and use it to propose a new way for uncertainty visualization, which requires no training or fine-tuning.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HilaManor%2FGaussianDenoisingPosterior
Stars: 13
Forks: 1
Open Issues: 2
License: mit
Language: Jupyter Notebook
Repo Size: 142 MB
Dependencies:
14
Created: 10 months ago
Updated: 25 days ago
Last pushed: 25 days ago
Last synced: 25 days ago
Commit Stats
Commits: 11
Authors: 2
Mean commits per author: 5.5
Development Distribution Score: 0.273
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/HilaManor/GaussianDenoisingPosterior
Topics: denoising, denoising-images, denoising-network, posterior-distributions, semantic-uncertainty, uncertainty, uncertainty-estimation, uncertainty-quantification, uncertainty-visualisation
Files
Dependencies
- blobfile >=1.0.5
- lmdb *
- matplotlib *
- ninja *
- opencv-python *
- pillow *
- requests *
- scikit-image *
- scikit-learn *
- scipy *
- timm *
- torch *
- torchvision *
- tqdm *