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Calculate IoU score: Compute the IoU score for each object in the dataset once we possess the ground truth and predicted bounding boxes. The intersection area of the two bounding boxes is divided by. Intersection over Union (IoU) is a key metric in object detection and segmentation that measures the overlap between predicted and ground truth boxes. It quantifies localization accuracy, impacts. Intersection over Union is an evaluation metric used to measure the accuracy of an object detector on a particular dataset. We often see this evaluation metric used in object detection. In this post, were diving into Intersection over Union (IoU) a metric thats critical for evaluating the quality of bounding boxes. Whether youre building an autonomous car or training a.