shiranzada/pure-noise

Official implementation for "Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images" https://arxiv.org/abs/2112.08810

14
/ 100
Experimental

No commits in the last 6 months.

No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 6 / 25
Maturity 8 / 25
Community 0 / 25

How are scores calculated?

Stars

15

Forks

—

Language

—

License

—

Category

image-denoising-networks

Last pushed

Jun 11, 2022

Commits (30d)

0

GitHub
Image Denoising Networks · 47 frameworks

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/shiranzada/pure-noise"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

CAREamics/careamics

A deep-learning library for denoising images using Noise2Void and friends (CARE, PN2V, HDN...

73

yu4u/noise2noise

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration...

51

rgeirhos/texture-vs-shape

Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased...

47

NICALab/SUPPORT

Accurate denoising of voltage imaging data through statistically unbiased prediction, Nature Methods.

46

cabooster/DeepCAD-RT

DeepCAD-RT: Real-time denoising of fluorescence time-lapse imaging using deep self-supervised learning

44

Explore ML Frameworks

All categories Trending ML Framework directory Insights