Pascal VOC

Introduction

@Article{Everingham10,
   author = "Everingham, M. and Van~Gool, L. and Williams, C. K. I. and Winn, J. and Zisserman, A.",
   title = "The Pascal Visual Object Classes (VOC) Challenge",
   journal = "International Journal of Computer Vision",
   volume = "88",
   year = "2010",
   number = "2",
   month = jun,
   pages = "303--338",
}

Object Detection Baselines

Faster R-CNN

Model	Lr sched	Infer time (fps)	box AP	Download
R50-FPN	15e	47.62	82.1	model | log

RetinaNet

Model	Lr sched	Infer time (fps)	box AP	Download
R50-FPN	120	58.82	82.4	model | log

SSD

Model	Lr sched	Infer time (fps)	box AP	Download
VGG16-SSD300	120	125	77.8	model | log