Uri Almog – Medium

Uri Almog
in
Towards Data Science

Predicting Drug Resistance in Mycobacterium Tuberculosis Using a Convolutional Network — Paper…

Neural networks can improve prediction in drug resistance prediction of pathogens

6 min readMar 20, 2023

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Predicting Drug Resistance in Mycobacterium Tuberculosis Using a Convolutional Network — Paper…

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Uri Almog
in
Towards Data Science

Generative Adversarial Networks (GANs), Explained and Demonstrated

How GANs work and how you can use them to synthesize data

12 min readDec 30, 2022

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Generative Adversarial Networks (GANs), Explained and Demonstrated

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Uri Almog
in
Towards Data Science

Decision Trees, Explained

How to train them and how they work, with working code examples

10 min readMay 8, 2022

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Decision Trees, Explained

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Uri Almog
in
Towards Data Science

CenterNet Explained

CenterNet is an anchorless object detection architecture.

4 min readApr 10, 2021

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CenterNet Explained

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Uri Almog
in
Towards Data Science

YOLO V3 Explained

In this post we’ll discuss the YOLO detection network and its versions 1, 2 and especially 3.

12 min readOct 9, 2020

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YOLO V3 Explained

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Uri Almog
in
The Startup

Object Detection With Deep Learning: RCNN, Anchors, Non-Maximum-Suppression

Object detection in images is a common task in computer vision. Its use cases vary from missile guidance to automated production lines…

10 min readOct 3, 2020

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Object Detection With Deep Learning: RCNN, Anchors, Non-Maximum-Suppression

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Uri Almog

Training Neural Networks Explained Simply

In this post we will explore the mechanism of neural network training, but I’ll do my best to avoid rigorous mathematical discussions and…

8 min readAug 28, 2020

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Training Neural Networks Explained Simply

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Uri Almog

The Perceptron

Perceptron is the most basic form of a neural network and therefor a good place to start. Perceptrons are a type of binary classifiers —…

13 min readFeb 22, 2020

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The Perceptron

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Uri Almog
in
Geek Culture

Practical Problems, Math and AI

At the end of the first post I wrote that next we’d be learning a basic neural network, but later I realized that there should come…

5 min readFeb 22, 2020

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Practical Problems, Math and AI

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Uri Almog

What Is A Neural Network?

If you’ve heard about Neural networks and are not sure what they are, if you’re interested in artificial intelligence and how it ‘learns…

7 min readFeb 14, 2020

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What Is A Neural Network?

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Uri Almog

Uri Almog

A machine learning engineer writing about computer vision. Loves to trek, scubadive, visual arts and combinations thereof. https://www.linkedin.com/in/urialmog/

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