A decision tree on an STM32 spots when you drink and reminds you when you don't. No internet, no cloud.
An open ESP32-S3 camera in a hanging solar trap photographs fruit flies over 4G; OpenCV 5 counts them and a person approves the next move.
RT-Spark streams motion data over MQTT; a Flask + CNN backend classifies walking or running, shown live in an Android app.
A glowing pumpkin that spots visitors, hears their questions, describes what it sees and replies spookily, running models on Dragonwing NPU.
A small battery powered sensor box that straps to the casing of a domestic surface water pump
A clamp-on Bluetooth sensor that hears an aeration pump wearing out and warns before fish or septic tanks run short of oxygen.
Predicts borewell pump failures and checks water quality, on-device with the nRF54LM20 DK over Bluetooth.
WaterLens combines four water sensors, Arduino UNO Q and local Edge AI to recognize patterns and flag changes from a tap-water reference.
Train LeRobot policies from real demonstrations and deploy on the Dragonwing IQ-9075 NPU for autonomous pick and place task.
This guide provides detailed instructions for targeting the DNNDK samples from the Xilinx Vitis-AI 1.1 flow for Avnet Vitis 2019.2 platforms
This guide provides detailed instructions on implementing face detection and face tracking in Python on the Ultra96-V2 platform.
The ESP system make it easy to recognize gestures you make using an accelerometer.
Run an Edge Impulse computer vision model on the Raspberry Pi Hailo-8 AI Kit to detect and count vehicles.
Version 2 of my lane detection system!
This guide provides detailed instructions for targeting the Xilinx Vitis-AI 1.0 flow for Avnet Vitis 2019.2 platforms.
This guide provides detailed instructions for targeting the VART samples from the Xilinx Vitis-AI 1.1 flow for Avnet Vitis 2019.2 platforms
Tutorial on object detection with Kendryte K210 and raccoons!
See how to get started with the QuickLogic QuickFeather Development Kit and use it with the SensiML Analytics Toolkit.
VoiceGPT is a voice assistant that leverages the powerful ChatGPT chatbot to answer your questions.
Building an inclination estimator system with Arduino Nicla Sense ME and Neuton TinyML
A Smart & Affordable Automatic Contactless Temperature Checkup and Mask Detection Kiosk using Facial Landmarking and Deep Learning.
A dress with Curie's pattern matching engine on Arduino101 to control the embedded LEDs, which makes constellations show up on the dress.
Build a custom trash classifier using the Raspberry Pi and Lobe, a beginner-friendly machine learning program (without coding).
GStreamer is a popular framework for implementing video pipelines in Linux. This project shows how to create a custom AI plugin.
