chogovadze/Deep-Illuminator
Deep Illuminator is a data augmentation tool designed for image relighting. It can be used to easily and efficiently generate a wide range of illumination variants of a single image.
This tool helps improve computer vision models by artificially varying the lighting conditions in your existing image datasets. You input a collection of images, and it outputs many versions of those images, each under different lighting. This is useful for researchers and engineers building robust image recognition, localization, or feature matching systems.
No commits in the last 6 months.
Use this if you need to make your computer vision models more resilient to changes in lighting without having to capture more real-world images.
Not ideal if you're looking for a photo editing tool to artistically relight individual images for visual appeal.
Stars
70
Forks
7
Language
Python
License
—
Category
Last pushed
Oct 28, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/chogovadze/Deep-Illuminator"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
TorchIO-project/torchio
Medical imaging processing for AI applications.
aleju/imgaug
Image augmentation for machine learning experiments.
makcedward/nlpaug
Data augmentation for NLP
mdbloice/Augmentor
Image augmentation library in Python for machine learning.
BloodAxe/pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming