Melike Külahcı·Jul 18What Is IoU ?(Intersection over Union)“An AI model may correctly identify the class of an object. But how do we know if it has located the object accurately? That’s exactly what…
Ege Kasal·Apr 18Optimization Pitfalls: The Hidden Cost of Marshaling in Python/C BridgingIn the field of computer vision and object detection, accuracy metrics are the pulse of model performance. One of the most fundamental…
Abhishek Jain·Feb 3, 2025GIoU, CIoU and DIoU: Variants of IoU and how they are better compared to IoUGIoU, DIoU and CIoU were introduced to address limitations of the basic Intersection over Union (IoU) loss, which is commonly used in…A response icon2
Abhishek Jain·Jan 21, 2025IoU as a loss functionIn the early stages of object detection models, L1 (Mean Absolute Error) and L2 (Mean Squared Error) losses were commonly used to calculate…
