Detect spoiled products using the Tiny Machine Learning approach.
This project walks through how to create a custom embedded Linux image for the Kria KV260 Vision AI Starter Kit in PetaLinux 2021.1.
Collate weight, color, and emitted ionizing radiation of foods to train a NN. Then, run it on Beetle C3 to detect food irradiation doses.
This project generates and tests a Linux-based hardware platform for Ultra96v2 using the Xilinx Vitis 2020.1.
Flockr uses the Particle Tachyon running a TensorFlow Lite edge AI model capable of classifying bird species from a video feed.
This project uses artificial intelligence (deep learning) to detect when rooms in the house are messy or clean (via cameras & TensorFlow).
Project ARIES - A system of intelligent and connected autonomous vehicles to provide an immediate response and action to emergency scenarios
In this tutorial, we will use machine learning to build a gesture recognition system that runs on a tiny microcontroller, the RP2040.
Exploring Machine Learning on the tiny device of the Seeed XIAO family, the ESP32S3 Sense and SenseCraft-Web-Toolkit
A Smart Automatic Contactless Temperature Checkup and Mask Detection Kiosk using Facial Landmarking and Deep Learning for under $100.
Detect tree diseases and get informed of the results via MMS to prevent them from spreading and harming forests, farms, and arable lands.
Nowadays a number of Peoples are roaming around the roads so I developed this automatic system to monitor them without human eye.
Amateur's Guide: Comparing Vision AI MCUs on Ease & Speed
Avnet provides pre-verified designs for its platforms. This project describes how to re-generate the ZUBoard designs from source.
This project walks through how to build a custom hardware design for the Kria KR260 Robotics Starter Kit in Vivado 2022.1
Matching socks is a nightmare, so having an intelligent system saying if a sock matches with another sock is the best weekend project ever.
In this project, we take a two-stage OCR pipeline originally built in Python and migrate it to the Arduino UNO Q using Edge Impulse.
This guide provides detailed instructions for implementing face detection on four (4) cameras using the UltraZed-EV and Multi-Camera FMC.
A robotic system for efficient object sorting and placement in dynamic environments, using computer vision to guide the robotic arm.
A fun and simple project that uses TinyML to detect and respond to dog barks.
Covid 19 Early Screening System with Streaming video (Open CV)
How to apply the TinyML approach to detect truck failure related to the Air Pressure System (APS) in a timely manner.
Implementation real time image captioning and speech on Raspberry Pi by deep learning CNN and RNN.
How to apply a TinyML approach to prevent electrical grid overloads.
