Feature Pyramid Networks for Object Detection

Benchmark Model Rank Results
object-detection-on-cocoFaster R-CNN + FPN#219box mAP: 36.2Hardware Burden: 2G
object-detection-on-coco-minivalFPN+#184box AP: 39.8AP50: 61.3AP75: 43.3APS: 22.9APM: 43.3APL: 52.6
pedestrian-detection-on-tju-ped-trafficFPN#2R (miss rate): 22.30RS (miss rate): 35.19HO (miss rate): 60.30
semantic-segmentation-on-potsdamFPN#8mIoU: 82.99
semantic-segmentation-on-us3dFPN#8mIoU: 72.51
semantic-segmentation-on-vaihingenFPN#11mIoU: 74.86