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Feature pyramid networks for object detection

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Feature Pyramid Networks for Object Detection Mar 14, 2021 HeeDae Kwon
Contents • Introduction • Feature Pyramid Networks • Experiments on Object Dectection
Introduction Multi-scale feature representation Hierarchy network
Feature Pyramid Networks Bottom-up pathway => ConvNet , Define pyramid level Top-down pathway => upsampling
Application • Feature Pyramid Networks for RPN - single scale feature map => FPN - use shared parameter • Feature Pyramid Networks for Fast-RCNN
Experiments on Object Dectection • Region Proposal with RPN
Experiments on Object Dectection • Fast/Faster R-CNN
• 감사합니다

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Feature pyramid networks for object detection