DevHeads IoT Integration Server
The DevHeads IoT Integration Server accelerates technology engineering by helping pro devs learn, share and collaborate.
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The DevHeads IoT Integration Server accelerates technology engineering by helping pro devs learn, share and collaborate.
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How do I resolve the OSError when reading accelerometer data from MPU6050 using MicroPython?
Gesture Recognition
and Error Handling
with MPU6050
Accelerometer Using MicroPython
. How do capture and display accelerometer data
from the MPU6050
sensor using MicroPython
properly, i have made sure that the sensor is properly initialized and the sensor is positioned correctly when reading the values, but still getting the error
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "mpu6050.py", line 45, in get_accel_data
OSError: Failed to read accelerometer data
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "mpu6050.py", line 45, in get_accel_data
OSError: Failed to read accelerometer data
How can I resolve system hangs after extended operation on a BeagleBone Black parking assistance sys
BeagleBone Black
running Embedded Linux, VL53L0X
time of flight distance sensor to detect the distance to nearby objects and a 0.96-inch OLED
display to show the distance and warning messages.
And have performed a series of test on it like:
- placing an objects at different distances and verifying accurate readings and warnings.
- checking the OLED
for correct display output
- simulating parking scenarios to validate the system’s reliability....Why does the HAL Tick timer stop incrementing after creating a FreeRTOS mutex in STM32CubeIDE?
Any web dev here to help me with something? I am trying to run an MQTT dashboard
Efficiently Converting and Quantizing a Trained Model to TensorFlow Lite
Disease Detection
from X-Ray
Scans Using TinyML
, i am done training my model and would like to know the most easiest and efficient method for converting the trained model to TensorFlow Lite
for deployment on a microcontroller, i have converted it using TensorFlow Lite's
converter to convert it to a .tflite
file but dont know if its the best method, and also how can i quantinize it to reduce the model size and improve inference speedmethod
you used to convert
your model
to TensorFlow Lite
is perfectly valid
and commonly used. However, if you’re concerned about the model size
and performance
on a microcontroller
, quantization
is definitely something you should look into.
Quantization
helps by reducing the precision
of the weights and biases, most times from 32-bit
floats to 8-bit
integers, which reduces the model
size and can significantly speed up inference
, especially on hardware
with limited resources like microcontrollers
.
You can apply quantization
during the conversion process like this:...Issues Setting Up Zephyr OS on AVR32UC - Board Configuration and Toolchain Errors
west build -b avr32uc_board
, I get errors related to the board configuration and toolchain paths. Has anyone else faced similar problems with the toolchain setup or missing board definitions? What are some common mistakes to watch out for, a...west build -t clean
, and I also double-checked my toolchain paths and updated the board definitions, and it worked just fine.Can ESP32-WROVER-KIT handle wake word detection without an audio chip?
What could be causing intermittent UART communication failures in my AVR32UC MCU running Zephyr OS?
Resolving Deadlocks in ESP32 Robotic Arm Control with FreeRTOS
controlArmTask
and sendCommandTask
. These tasks manage critical arm control logic, including inverse kinematics,, and motor control.
```c
void controlArmTask(void *pvParameter) {
while (1) {...How to store and manage ADC values in a 2D array for FFT processing in an FMCW radar system
Why Does Piping Output to Hexdump Fail for My Assembly printf Function?
Intel Core i7 12700K
system running Ubuntu 22.04
that requires precise control over output formatting. As part of this tool, I'm implementing a custom printf
like function in assembly using NASM
assembler and GNU
Linker.
I've encountered unexpected behavior when piping the output of my assembly printf
function to hexdump
. The output is displayed correctly when printed directly to the terminal, but piping it to hexdump
results in no output.
From printf.c , output to STDOUT:
``` $ ./printf...output
stream (stdout
). In C
, the standard library handles the buffering of stdout, which ensures that the buffer is flushed when the program exits or when the buffer is full. However, when you implement printf in assembly, you're bypassing these standard library mechanisms, which can lead to different behavior, especially when piping
the output
.
To make sure that your assembly implementation behaves consistently, you need to explicitly flush the stdout
buffer. You can achieve this by using a write system call directly instead of relying on the C
printf
function....How can I achieve high-frequency (over 100kHz) data acquisition with an STM32F107VC using SPI
How to Implement a 6-Hour Delay in FreeRTOS Task?
vTaskDelay
takes the delay period in ticks, you need to convert the 6 hours into ticks based on your system's tick rate. Normally, u'll are to multiply the number of seconds in 6hours with your ticks per second which would result in a very high number and using large value isn't ideal so a better approach would be using a loop i.e 👇 (this is assuming ur tick is 1000/sec)
```c
#define HOUR_TICKS (3600000) // 1 hour in ticks
void vTaskFunction(void *pvParameters)...How to Efficiently Transfer Large Data from ISR to Task on STM32F401 with FreeRTOS?
Assuming you are using dma peripheral to memory
...Initialize AVR32UC with Zephyr OS for DHT22 Sensor Communication and Resolve Data Fetch Failure
failing to fetch sensor data
? I have been able to configure Zephyr OS for the AVR32UC and ensured all necessary drivers are enabled. The DHT22 sensor is connected correctly, and the initial code for reading temperature and humidity data is implemented. However, the microcontroller still fails to fetch data from the DHT22. what could be wrong?
here is my code snippet:
```c
#include <zephyr.h>
#include <device.h>...Using Google Test for C-Code and mocking C-Modules
What are the best practices for handling priority inversion in FreeRTOS on ESP32?
How to resolve SSL handshake failure with error code -0x7780 in STM32 SSL client integration?
How to convert relative cursor movement to absolute position for BLE HID using Zephyr?
How to ensure reliable OTA updates with FreeRTOS on ESP32 and handle failures?