Jan Werth – Medium

Jan Werth
in
Towards AI

GPT-4 ANew Era of AI

Summarization of “Sparks of Artificial General Intelligence”

5 min readApr 17, 2023

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GPT-4 ANew Era of AI

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Jan Werth

ChatGPT, our new stackoverflow?

I tested chatGPT to ask for quick coding help

5 min readDec 20, 2022

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ChatGPT, our new stackoverflow?

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Jan Werth

How to reduce the chance to get targeted using Starlink

Як зменшити шанс потрапити націлитися за допомогою Starlink

2 min readMar 4, 2022

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How to reduce the chance to get targeted using Starlink

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Jan Werth
in
Towards Data Science

LSTM for Predictive Maintenance on Pump Sensor Data

In this article, we want to look at some time series analysis to explain the thought process in a predictive maintenance case

16 min readAug 10, 2021

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LSTM for Predictive Maintenance on Pump Sensor Data

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Jan Werth
in
Towards Data Science

When “TOPS” are Misleading

Neural accelerators are often characterized with the performance feature “TOPS” — Trillion operations per second. But that alone is not…

11 min readApr 26, 2021

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When “TOPS” are Misleading

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Jan Werth
in
Towards Data Science

How to create a celebrity-look-alike demo and run inference on an NPU

Full detailed explanation on how to create, transform, and infer a celebrity-look-alike demo with TensorFlow on an i.MX 8M Plus NPU…

14 min readDec 9, 2020

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How to create a celebrity-look-alike demo and run inference on an NPU

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Jan Werth
in
Towards Data Science

How to Create and Tune Your Own, Data Set for Facial Recognition using Neural Networks.

Creating a Dataset for Celebrity Comparison with Creative Commons License Images and Tuning the Dataset to Perform Better.

6 min readNov 30, 2020

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How to Create and Tune Your Own, Data Set for Facial Recognition using Neural Networks.

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Jan Werth
in
Towards Data Science

Quantize Your Deep Learning Model to Run on an NPU

Preparing a TensorFlow Model to Run Inference on an i.mx8M Plus NPU

6 min readNov 16, 2020

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Quantize Your Deep Learning Model to Run on an NPU

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Jan Werth

How to use Keras2 flow_from_directory() with Azure blob storage

Preamble

9 min readJun 17, 2019

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How to use Keras2 flow_from_directory() with Azure blob storage

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Jan Werth

Jan Werth

Hi, I am a carpenter, electrical engineer and have over 10 years of experience in signal processing, machine- and deep learning. linkedin.com/in/jan-werth

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