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AI For truck APS Failure Detection on a $4 MCU
vilaksh01 Apr 10,2022
IntroductionThe automotive industry is among the pioneers to adopt cutting-edge technologies, machine learning is no exception. With the help of ML solutions, engineers can now build neural networks to detect various car defects and breakages. In this article, I’d like to showcase how practitioners can easily apply the TinyML methodologies to create and deploy an AI-based solution on a primitive tiny device to predict truck failure related to the Air Pressure System (APS).Being an essential part...
Circuit IOT Raspberry pi
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New Era Farming with TensorFlow on Lowest Power Consumption
vilaksh01 Apr 09,2022
Overview:This project demonstrates how to build a device using TensorFlow and Artemis module to solve most of the problems faced by the rural or agricultural communities anywhere. The device uses Machine Learning algorithms to check overall plant health, extreme climate prediction and protection, auto-greenhouse adaptation and detecting deadly disease spreading vectors or illegal logging of forests using audio analysis. The project also demonstrates how we can have more insights into our farm ju...
Audio IOT Spectrum
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TinyML Gearbox Fault Prediction on a $4 MCU
vilaksh01 Apr 09,2022
StoryIs it possible to make an AI-driven system that predicts gearbox failure on a simple $4 MCU? How to automatically build a compact model that does not require any additional compression? Can a non-data scientist implement such projects successfully?I will answer all these questions in my new project.Introduction and Business ConstraintIn industry (e.g., wind power, automotive), gearboxes often operate under random speed variations. A condition monitoring system is expected to detect faults, ...
Circuit IOT Robotics
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Iot Oled Display
Sreeram.zeno Apr 08,2022
An OLED (organic light-emitting diode) is used frequently in displaying texts, bitmap images, shapes, and different types of clocks. They offer good view angles and pixel density in a cost-effective manner. At first, we will take a look at the 0.96-inch OLED display, its pinout, connections with the ESP8266 board, and then use Arduino IDE to program our module to display texts, different shapes, and bitmap images on the OLED display.Let us take a look at the OLED display which we will be using i...
iot display esp8266 oled display oled display iot
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IOT Bicycle Radar
Iturriaga Apr 08,2022
OPLA IoT Bike RadarUse the Opla IoT Kit and a couple sensors to make a smart bike computer! The On-board screen is used to show readings from the ultrasonic sensor, the speed and the ambient.Button 1 displays the temperature, humidity and pressure, Button 2 displays the ultrasonic sensor readings and Button 3 displays the speed. All this data is also shown on the mobile phone.USING THE IOT CLOUD.First of all create a new "thing" on IoT Cloud. You will be presented to thi...
Arduino DIY IOT
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DIY IoT Terminal
SimonX Apr 08,2022
Demo VideoIntroductionA dedicated IoT terminal can be really useful sometimes for displaying your IoT sensor data and controlling your IoT project. A smart phone can also do that, but you can use your phone as terminal all day right? so this little can help to free your phone from the it and you can even program it to work with various IoT communication protocols that are not available on your phone, such as zigbee, RF signal, LoRa and etc.The interesting part of this project is that it uses a s...
DIY Arduino IoT
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Wireless Speaker PCB
Ardutronic Apr 07,2022
I love making my own PCBs, it gives me a lot of pleasure and I enjoy listening to music even more (my favourite genre is rap :)). On my desk there is always a lack of space for tools or electronic components, that's why I created a prototype of a tiny wireless speaker.The case is fully made of PCB, all electronic components are on top. I can listen to my favourite music on it thanks to the Bluetooth module and if I get bored with it, I turn on the radio to listen to the news. Using an encoder, I...
Arduino ESP8266 DIY
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AREC - Agricultural Records On Electronic Contracts
vilaksh01 Apr 07,2022
Objective:One of the biggest reasons behind the growth of fake products in the agrochemical industry is the lack of knowledge about genuine products among consumers. Illiterate farmers usually do not check the product authentication features and just go for the low price.Rare adoption of anti-counterfeiting solutions by companies: Many agrochemical manufacturers do not implement anti-counterfeiting solutions in their products. This makes their products highly susceptible to duplication, tamperin...
ESP32 ESP8266 IOT
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pxlBlck_16x16micro v1.2 - 16x16 pixel and 40x40mm big LED matrix module
Nerdiy.de Apr 06,2022
This is a 40x40mm big 16x16 pixel LED matrix that can be driven by only one MCU GPIO.More info is also avilable on Nerdiy.deThe LED matrices can be combined to bigger matrices. See some examples in the following videos.This video showas a usage example as gauge for the power output of a solar power system.Assembly:
DIY IOT LED
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IOT Water Level Indicator
Sreeram.zeno Apr 03,2022
IoT Based Water Level Monitoring SystemIn this post we are going to build a water level monitoring system which can log water level data of an overhead or an underground tank to an IoT cloud called Thingspeak where we can monitor the current level of water and consumption overtime. In a previous water level monitoring system project we used GSM module (SMS) and ultrasonic sensor to render water level of a tank, here we are using IoT and the same ultrasonic technology to measure water l...
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