Feature Pyramid Networks for Object Detection

CVPR 2017 Tsung-Yi LinPiotr DollárRoss GirshickKaiming HeBharath HariharanSerge Belongie

Feature pyramids are a basic component in recognition systems for detecting objects at different scales. But recent deep learning object detectors have avoided pyramid representations, in part because they are compute and memory intensive... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Object Detection COCO test-dev Faster R-CNN + FPN box AP 36.2 # 52