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)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Instance Segmentation COCO MultiPath Network Average Precision 25.0% # 5
Object Detection COCO MultiPath Network Bounding Box AP 33.2 # 34