This Python code demonstrates a neural network application on a CircuitPython board, utilizing a camera (OV7670) for image capture, preprocessing, and inference using a digit classifier. It includes image conversion, auto-cropping, and normalization steps.
An Arduino-compliant library for ESP32 and related boards, designed for driving display devices and touch panels with graphical UI capabilities.
A better USB-to-serial adapter with a built-in screen. It supports baud rates from 1200 to 2 Mbit, all the while showing critical line status and traffic on its tiny yet full-featured monitor.
This article details how to train an image classification model on an ESP32 using both the SenseCraft AI platform and a custom TensorFlow Lite implementation. It covers setting up binary classification, training the model, and deploying it on ESP32-S3 devices.
Our goal at OpenMV is to make building machine vision applications on high-performance, low-power microcontrollers easy. We've done the hard work designing professional hardware and writing reliable, high-performance software for you, leaving more time for your creativity.
A project containing hardware design files and firmware for a cheap handheld 32x24 thermal imager based on the MLX90640 sensor, with enhanced firmware features like menu control, selectable refresh rate, emissivity, and color scales.
Arduino has released the Nesso N1, a compact IoT controller built around the ESP32-C6 RISC-V microcontroller, featuring Wi-Fi 6, Thread, LoRa, a touch display, and multiple sensors for rapid prototyping and portable embedded applications.
This article explores TinyML, a branch of machine learning run on microcontrollers like the ESP32. It details how TinyML can be used for local inference, anomaly detection, and efficient data processing with minimal power consumption, using an example of temperature and humidity monitoring.
The new standard for embedded computing. Leverage Raspberry Pi 5’s powerful hardware and efficient software stack in your own custom embedded systems. Available now from $45.
ZPUI (Zippy UI) is a lightweight control interface for single-board computers such Z the Raspberry Pi, designed to provide easy access to system information and control functions via a small I2C screen and a few buttons. It aims to solve the common frustrations of accessing and debugging SBCs without a full keyboard, monitor, and network connection.
