After labeling target objects on my training and testing samples successfully, I designed an impulse and trained the model on detecting specialized components representing faulty parts causing mechanical anomalies in a production line. An impulse is...
After building and training my object detection model, I tested its accuracy and validity by utilizing testing image samples. The evaluated accuracy of the model is 66.67>#/em###. #️⃣ To validate the trained model, go to the Model...
After building, training, and deploying my neural network model as an Arduino library on Edge Impulse, I needed to upload the generated Arduino library on Beetle ESP32-C3 to run the model directly so as to detect sound-based mechanical anomalies with...
After building, training, and deploying my object detection model as an Arduino library on Edge Impulse, I needed to upload the generated Arduino library to FireBeetle 2 ESP32-S3 to run the model directly so as to recognize the specialized components...
My Edge Impulse neural network model predicts possibilities of labels (operation status classes) for the given audio (features) buffer as an array of 2 numbers. They represent the model's "confidence" that the given features buffer corresponds...
Open the outer casing of the ASONPAO IntelliCode remote, remove the board (it has no screws - it should lift out), and remove the CR2032 battery. Next to the button you should see four open pin holes: the one with the white box drawn around...
The clock can be built in 4 or 5 meetings with kids. Recommend ages 10 - 18. Younger kids will need more help. One person can handle 8 - 10, with more you will need some help First meeting 1. I talk about what an...
Second meeting 1. Hand out the Arduino, RTC module, wires, alligator clips, USB power block and USB cable 2. I ask them how we are going to have the Arduino control the meters ? I explain what PWM signal is and how we can use...
What’s up my friends, welcome back. This below is the PCB that I’ve designed for my project. I’ve tried to make it as small as I could so it could fit inside of a basic wall electric box. This project works at 220V so make sure you stay safe and...
On first the Code Checks if Settings Uploaded as config.json in Spiffs Image, then starts first as Access Point (Captive Portal) to set these Settings if Settings not available at Boot. Other Hand there are Five Settings they are hardcoded: NTP Server...
The next steps in adapting the code for your application are remarkably straightforward. All you need to do is download the application structure provided in the resources. Once downloaded, open the folder locally to perform batch replacements in the...
Create a ground with spaces/holes specifically adapted to each component with a 3D modeling tool so that the components don't move when shaking the ball3D print itPlace it inside of the box, make sure to attach it so it doesn't move
Prepare all necessary components and tools. There are numerous ways to assemble this project, and the required components vary depending on your approach. For example, you can directly connect the pump to the controller using a pair of crimped wires,...
I opted for a double-slot flush-mounted box (orange) as the foundation for my enclosure. One slot accommodates the freewheeling PCB of the controller, while the other is utilized as intended: it houses a socket (black). The enclosure is made up of a...