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 icon2A 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…
Abhishek Jain·Jan 20, 2025IoU (Intersection over Union)Intersection over Union (IoU) is used to evaluate the performance of object detection by comparing the ground truth bounding box to the…
Abhishek Jain·Jan 19, 2025Non Maximal Suppression in Object Detection (NMS)What is Non Max Suppression, and why is it used?
Serra Lydia Su·Dec 31, 2024Biomedical Image Analysis Part 7— Comparing Images and Normalizing MeasurementsHello everyone, I’m so sad to say that this is the last part of the series Biomedical Image Analysis 😭. This time, I wanted to keep things…
Helen K Joy·Dec 2, 2024Intersection over Union (IoU): Evaluating Object DetectionWelcome back to our series on object detection! In this post, we’re diving into Intersection over Union (IoU) — a metric that’s critical…
Expense Expert·Nov 24, 2023Solving Shared Expense Woes with SharPay: A Revolutionary SolutionIntroduction:
