EfficientDet: Scalable and Efficient Object Detection

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Approach both higher accuracy and better efficiency across a wide spectrum of resource constraints Feature Pyramid Network(FPN) 의 종류 그 중 BiFPN 채용 Top-Dow...

EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks

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Intro Conv Network의 scale을 키우면서 accuracy와 efficiency를 높히는 방법을 찾아보자 그건 network의 width/depth/resolution을 조화롭게 키우는 것이다. compound scaling methods 라 한다

ROC and ACU

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ROC : Roceiver Operating Curve ACU : Area Under the Curve Accuracy : TP + TN / ALL , 전체 중 Positive을 Positive이라고 예측한 것과 Negative를 Negative라고 예측한 ...

A survey of data augmentation for deep learning

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Image Data Augmentation 구분

How transferable are features in deep neural networks?

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