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so how do you tell if your object detection algorithm is working well in this video you learn about a function called intersection over a union and as we use both for evaluating your object detection algorithm as well as in the next video using it to add another component to your object detection algorithm to make it work even better lets get started in the object detection tasks youre expected to localize the object as well so if thats the ground truth bounding box and if your algorithm outputs this bounding box in purple is this a good outcome or a bad one so what the intersection / union function does law iou does is it computes the intersection / union of these two bounding boxes so the union of these two bounding boxes is this area theres really the area that is you know contained in either bounding boxes whereas the intersection is this smaller region here so what the intersection / Union does is it computes the size of the intersection so that orange shaded area and divided