Fixing IndexError in Gesture Recognition with TinyML on ESP32

After resolving the previous issues in my gesture recognition project on the `ESP32` with `TinyML`, I’m now encountering a new problem. The program crashes intermittently with the following error: IndexError: […]

What causes HardFault_Handler errors and inaccurate predictions in STM32 air quality monitoring Sys?

I’m developing an air quality monitoring system on an `STM32F746` using `TinyML`. The system uses a temperature, humidity, and gas sensor to predict the Air Quality Index (AQI) via a […]

Improving Gesture Recognition Consistency on ESP32 with TinyML

Hello, I’m working on a gesture recognition project using `TinyML` on an `ESP32` with an accelerometer (MPU6050). My goal is to detect specific gestures (e.g., wave, swipe) using machine learning. […]

Improving Stability of Pitch and Roll Measurements in MPU6050 Flight Controller

Hello guys, I’m working on a flight controller using an mpu6050 and I’m wondering if the pitch and roll fluctuate too much. These values represent the output of a complementary […]

How to Fix Inference Timeout Errors with Edge Impulse Model on Arduino Nano 33 BLE Sense?

Hello everyone, I’m currently developing a vibration anomaly detection system using an Arduino Nano 33 BLE Sense. The machine learning model was trained with Edge Impulse, and it worked well […]

Fixing INT8 Quantization Error for Depthwise Conv2D Layers

Hey everyone, Thanks for the previous suggestions on tackling the inference timeout issue in my vibration anomaly detection project. I implemented quantization to optimize the model, but now I’m encountering […]

I have a problem with an RL model

Hello engineers, I have a problem with an RL model. I’m trying to fetch data from the database using a Flask API, but it’s giving me a Connection Error. However, […]

Issue with 4-Dimensional Input Error in PyTorch Model Inference

Hello everyone, I’m working on an object recognition project using PyTorch in Python, and I’m encountering an issue with model inference. After successfully training my model, I’m getting an error […]

Error Loading TensorFlow Model: ‘DecodeWav’ Op Type Not Registered

Hello everyone, I’m currently working on an object recognition project in Python using the TensorFlow library. I’ve encountered an issue while trying to load my trained model for inference. The […]