Computer Vision: IoU(Jaccard’s Index), Dice Score/Coefficient

Object Detection / Segmentation Evaluation Metrics

In object detection, there are two distinct tasks to measure:

• Determining whether an object exists in the image (classification)
• Fetching the location of the object (localization, a regression task).