Category Archives: Machine Learning

Dockerfile for Python 3.9 with OpenCV, MediaPipe, TensorFlow Lite and Coral Edge TPU

Posted on 30. November 2021 by vogler

Dockerfile Requirements.txt

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Machine Learning for Sensor Prediction….

Posted on 4. July 2018 by vogler

Trained a neural network with values from 30 sensors to predict another sensors value 10 minutes in future, the network hasn’t seen the test data before… with #Python #keras #TensorFlow

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Python and WinCC OA…

Posted on 7. February 2018 by vogler

Connected Python to WinCC OA through a Websocket Manager. Python programs can connect to WinCC OA and read/write datapoints. Communication is JSON based, it’s simple to use in Python, see examples below (ws://rocworks.no-ip.org can be used for tests, but will … Continue reading →

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Deep Learning Neural Network with WinCC OA and Clojure…

Posted on 2. November 2017 by vogler

To learn how deep learning works I decided to implement a Multilayer Neural Network with Backpropagation by my own in Clojure (I did NOT use a library like Tensor Flow or Deeplearning4j). The  link between Clojure and the SCADA system WinCC … Continue reading →

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