Instances-Pixels Balance Index

Image semantic segmentation involves identifying and labeling the different objects within an image at the pixel level. However, it can be difficult to achieve a perfect balance between the sizes of the different objects and the background. This imbalance can lead to bias towards the majority class, which can negatively affect the performance of classifiers. The Challenge of Unbalanced Data When it comes to semantic image segmentation, it is important to ensure that each class has an equal nu