martinkersner / py-img-seg-eval Public

Notifications You must be signed in to change notification settings
Fork 83
Star 282

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation

282 stars 83 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
.gitignore		.gitignore
README.md		README.md
__init__.py		__init__.py
eval_segm.py		eval_segm.py
unit_tests.py		unit_tests.py

Repository files navigation

Image Segmentation Evaluation

Martin Keršner, m.kersner@gmail.com

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation.

Pixel accuracy

Mean accuracy

Mean IU

Frequency Weighted IU

Explanatory notes

n_cl : number of classes included in ground truth segmentation
n_ij : number of pixels of class i predicted to belong to class j
t_i : total number of pixels of class i in ground truth segmentation

About

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation

Report repository

Releases

No releases published

Packages

No packages published

Languages

Python 100.0%