wynalazkowo - eksperymenty małe i duże

MIT – Machine Learning with Python-From Linear Models to Deep Learning

MIT – Machine Learning with Python-From Linear Models to Deep Learning

I am participating as reviewer of this Masacchuset Inistitut of Technology course. I always admired this university as one of the best in the world. For me it was always unrecheable to study in USA, but thanks to coronovirus time, I discovered that they lead free courses on different topics. As my recent interest isWięcej oMIT – Machine Learning with Python-From Linear Models to Deep Learning[…]

Baltic Robbo Battles – RaspberryPI – servo driver PCA9685 on python3

Baltic Robbo Battles – RaspberryPI – servo driver PCA9685 on python3

I encountered very interesting problem while using driver for servo of my robot chasis. As TensorFlow requires python 3.7 I had to rewrite our steering robot program to use python3.7. It seemed to be easy as peace of cake, but then to my surprise I discovered that motor doesn’t work at all in python3.7 andWięcej oBaltic Robbo Battles – RaspberryPI – servo driver PCA9685 on python3[…]

Smart Home – automatyczne otwieranie okien

Smart Home – automatyczne otwieranie okien

Smart home – pierwsza krew Artykuł autorstwa mojego męża: Są takie dni w życiu każdego mężczyzny, kiedy mówi sobie – „kurwa nie chce mi się tego robić”. Takie też i było moje podejście do tego projektu, więc od chwili gdy pojawił się koncept, do chwili wdrożenia go (jak na razie jako tako) w życie minęłoWięcej oSmart Home – automatyczne otwieranie okien[…]

Baltic Robbo Battles 2021 – object detection and classification – next round

Baltic Robbo Battles 2021 – object detection and classification – next round

This time approach is different – to use ready-to use model on RaspberryPI and try to detect objects. I followed this tutorial: https://pylessons.com/YOLOv3-TF2-RaspberryPi/ and this tutorial was also helpful during installation of TensorFlow on RaspberryPI: https://qengineering.eu/install-tensorflow-2.2.0-on-raspberry-pi-4.html and here are my steps: install required components on RaspberryPI – Python 3.7.1 ,Tensorflow 2.2.0, Keras,OpenCV: When I hadWięcej oBaltic Robbo Battles 2021 – object detection and classification – next round[…]

Baltic Robbo Battles 2021 – object detection and classification

Baltic Robbo Battles 2021 – object detection and classification

After reading this article, it was obvious for me to use YOLO CCN to detect objects on pic and use MobileNet model to classify them. https://medium.com/nanonets/how-to-easily-detect-objects-with-deep-learning-on-raspberrypi-225f29635c74 I used follwoing Github repo. I have built docker image and tried to run it. https://github.com/NanoNets/RaspberryPi-ObjectDetection-TensorFlow After taking pictures of several types of food in my home I usedWięcej oBaltic Robbo Battles 2021 – object detection and classification[…]

Baltic Robbo Battles 2021 – how to install docker in Windows

Baltic Robbo Battles 2021 – how to install docker in Windows

I always thought that installing Docker is difficult. Maybe it is – for Linux, but for Windows it is super easy. Here are the steps: install desktop docker from this site https://docs.docker.com/docker-for-windows/install/ install debian or another your favourite Linux distro from Microsoft Store additionaly install linux kernel-update-package from this site https://docs.microsoft.com/pl-pl/windows/wsl/install-win10#step-4—download-the-linux-kernel-update-package And voila! You haveWięcej oBaltic Robbo Battles 2021 – how to install docker in Windows[…]

Rundeck

Rundeck

Recently I had opportunity to configure this automation tool. In general, when it is well configured it works as a charm – it can be used to automate almost everything – starting from normal admin scripts, monitoring scripts, ending with home automation. You can write scripts in any programming language you want: Powershell, bash, WinWięcej oRundeck[…]