what is the different between jaccrad index and evaluatese​manticSegm​entation?

1 次查看(过去 30 天)
The mathworks shown jaccrad index in https://www.mathworks.com/help/images/ref/jaccard.html
are the both the same to calculate IoU or the second one used for machine learning and the fisrt one to compaire between pair of images only?

回答(1 个)

Shantanu Dixit
Shantanu Dixit 2024-8-26
Hi Yasmin,
'Jaccard Index' typically calculates the Intersection over Union (IoU) for pairwise comparison of two binary or labeled images whereas 'evaluateSemanticSegmentation'includes IoU as one of many metrics including "accuracy","bfscore","global-accuracy" and "weighted-iou" for evaluating semantic segmentation models. Overall it provides a comprehensive analysis to evaluate the quality of semantic segmentation results against the ground truth segmentation.
In summary, while both can compute IoU, 'evaluateSemanticSegmentation' is intended for more detailed evaluation of machine learning models, whereas 'jaccard' is for comparing individual image pairs.

类别

Help CenterFile Exchange 中查找有关 Get Started with MATLAB 的更多信息

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by