A MultiPath Network for Object Detection

7 Apr 2016Sergey ZagoruykoAdam LererTsung-Yi LinPedro O. PinheiroSam GrossSoumith ChintalaPiotr Dollár

The recent COCO object detection dataset presents several new challenges for object detection. In particular, it contains objects at a broad range of scales, less prototypical images, and requires more precise localization... (read more)

PDF Abstract

Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Object Detection COCO MultiPath Network Bounding Box AP 33.2 # 41
Instance Segmentation COCO MultiPath Network Average Precision 25.0% # 10