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machine learning

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August 3, 2021/2 min read

New Preprint: How Adversarial attacks affect Deep Neural Networks Detecting COVID-19?

In short: I took five networks that classify COVID-19 chest X-rays and attacked them four different ways. Average accuracy fell from 96.7% to as low as 25.5%. After building an online COVID-19…

May 30, 2020/6 min read

An Online Automatic Corona Diagnose System Based on Chest X-ray Images

In short: I trained four networks on chest X-rays to detect COVID-19, picked the best one, and put it online. VGG16 won with 98.92% accuracy and it now runs behind an API on Google Cloud. 98.92% VGG16…

September 22, 2018/1 min read

Neural Networks- Review

In short: notes I took while reviewing the basics of neural networks. Mostly quotes worth keeping, plus the three kinds of learning and where each one shows up. A lot is happening in AI right now.…

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