Machine Learning, Deep Learning, Artificial Intelligence, Data Science, Object Detection.
multiregion Left: With foveal structure and skip connections, 46.4% mAP is obtained for AP⁵⁰. With integral loss, mAP is dropped to 44.8% for AP⁵⁰ as expected. This is because integral loss is specifically design for COCO evaluation metric. Thus, we can see that there is improvement for overall AP