影像辨識論文:A Deep Convolutional Neural Network for COVID-19 Detection Using Chest X-Rays

介紹:

本文介紹了如何使用DNN去檢測COVID-19。達到了99.4% 的Test accuracy。

DNNs have the potential of making chest X-Ray a fast, accurate, cheap and easily available auxiliary method for COVID-19 diagnosis.

主要方法:Networks using twice transfer learning and output neuron keeping ended up with better results than their counterparts that used only twice transfer learning.

透過兩次的遷移學習並保留輸出神經可以達到更好的準確率。

論文:

https://arxiv.org/abs/2005.01578

Written by

Machine Learning / Deep Learning / Python / Flutter cakeresume.com/yanwei-liu

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