NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection

CVPR 2019 Golnaz GhiasiTsung-Yi LinRuoming PangQuoc V. Le

Current state-of-the-art convolutional architectures for object detection are manually designed. Here we aim to learn a better architecture of feature pyramid network for object detection... (read more)

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Evaluation results from the paper

#10 best model for Real-Time Object Detection on COCO (MAP metric)

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Task Dataset Model Metric name Metric value Global rank Compare
Real-Time Object Detection COCO NAS-FPNLite MobileNetV2 (7 @ 64) MAP 25.7 # 10