Service robot motion status monitoring
Mechatronics Blog
by Grey Li
3y ago
As a kind of semi-autonomous or fully self-help robot, service robots are able to perform useful service work for human beings, such as carrying, cleaning, and rescue. As service robots gradually enter the social life of people, they are now widely used in public places such as exhibition halls, restaurants and hotels, which have a profound impact on improving the quality of human life and service industry. The post Service robot motion status monitoring appeared first on Mechatronics Blog ..read more
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Smart solar tower power mockup based on deep learning for computer vision
Mechatronics Blog
by Jose Carballo
4y ago
A fully function smart solar tower power mockup.The mockup is based on Heliot, a smart tracking system based on deep learning. The post Smart solar tower power mockup based on deep learning for computer vision appeared first on Mechatronics Blog ..read more
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Flutter on Raspberry Pi with flutter-pi
Mechatronics Blog
by Javier Bonilla
4y ago
Would you like to use Flutter to develop apps for mobile, web, desktop, and Raspberry Pi with a single codebase? The post Flutter on Raspberry Pi with flutter-pi appeared first on Mechatronics Blog ..read more
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ESP8266 NodeMCU pinout for Arduino IDE
Mechatronics Blog
by Javier Bonilla
4y ago
A cheat sheet to remember the pinout of the ESP8266 NodeMCU V2 and V3 boards for your Arduino IDE programs. The post ESP8266 NodeMCU pinout for Arduino IDE appeared first on Mechatronics Blog ..read more
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Raspberry Pi, TensorFlow Lite and Qt/QML: image segmentation example
Mechatronics Blog
by Javier Bonilla
4y ago
DeepLab is a state-of-art artificial neural network for semantic image segmentation at pixel level, where the goal is to assign semantic labels to every single pixel in a image. This tutorial shows how to run this model on Raspberry Pi with TensorFlow Lite as the machine learning framework and Qt/QML for the design of the Graphical User Interface. In a previous tutorial, we already learnt how to integrate TensorFlow Lite with Qt/QML for the development of Raspberry Pi apps, together with an open-source example app for object detection: Raspberry Pi, TensorFlow Lite and Qt/QML: object detection ..read more
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Coral USB Accelerator, TensorFlow Lite C++ API & Raspberry Pi for Edge TPU object detection
Mechatronics Blog
by Javier Bonilla
5y ago
The Google Coral USB Accelerator is a USB device that provides an edge Tensor Processing Unit (TPU) that highly accelerates machine learning model inference when attached to a Linux host computer (including Raspberry Pi).In a previous tutorial, we already learnt how to integrate TensorFlow Lite with Qt/QML for the development of Raspberry Pi apps, together with an open-source example app for object detection: Raspberry Pi, TensorFlow Lite and Qt/QML: object detection example. Have a look at it to learn the basics.This tutorial presents the same app, but in this case we will make use of the Cor ..read more
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Cross-compile and deploy Qt 5.12 for Raspberry Pi
Mechatronics Blog
by Javier Bonilla
5y ago
Qt 5.12 is a long-term support (LTS) release of the popular Qt framework. If you are not familiar with it, Qt is a rich framework with plenty of ready-to-use multi-platform components for diverse areas such as multimedia, network, connectivity, graphics, and much more.In this tutorial, you will learn how to cross-compile Qt 5.12 for Raspberry Pi in your computer and install it in your Raspberry. This will allow you to design and build your Raspberry Pi apps in your computer thanks to Qt Creator and, execute and debug them directly in your Raspberry Pi. Qt creator is a powerful multi-platform I ..read more
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Weather data: Solar, Temperature & Wind in Python
Mechatronics Blog
by Javier Bonilla
5y ago
Do you need weather data in Python for your next project? We got you covered! This tutorial shows how to get open weather data from PVGIS in Python from any location in the world. As an example, there is also a Python notebook that can be executed online from your browser in Google Colaboratory platform.OutlinePhotovoltaic Geographical Information System (PVGIS)PVGIS Python classGitHub repositoryColab Python notebookSummaryPhotovoltaic Geographical Information System (PVGIS)PVGIS is a scientific open database and interactive tool for the geographical assessment of solar resource and performanc ..read more
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FeedSpot Top 10 Mechatronics Blogs, News Websites & Newsletters in 2019
Mechatronics Blog
by Javier Bonilla
5y ago
We are really thrilled about the inclusion of Mechatronics blog at the FeedSpot list of Top 10 Mechatronics Blogs, News Websites & Newsletters in 2019. Thanks for considering our blog as one of the best blogs in this exciting field.Mechatronics Blog is a newcomer in the Mechatronics field, but we already delivered great content and tutorials and our roadmap includes more insightful and cool tutorials in related areas such as artificial intelligence, machine learning, computer vision, programming, 3D printing, and embedded devices (Raspberry Pi, Arduino, etc). So, stay tune for new great co ..read more
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Raspberry Pi, TensorFlow Lite and Qt/QML: object detection example
Mechatronics Blog
by Javier Bonilla
5y ago
In this tutorial, we will see how to integrate TensorFlow Lite with Qt/QML for the development of Raspberry Pi apps. Qt/QML allows us to create rich graphical user interfaces whereas TensorFlow Lite enables on-device machine learning. An open-source example app for object detection is also presented. Have a look to the video below to see this example app in action. OutlineHardware used in this tutorialQt: download, cross-compile and install on Raspberry PiTensorFlow Lite: download and cross-compile for Raspberry PiRaspberry Pi object detection appSummaryHardware used in this tutorialRaspberry ..read more
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