Artificial Intelligence (AI) based line Following robot is a robot that a sense of detecting the correct path for its route.
How to easily employ AI image/sound recognition for your microcontrollers, even if you know nothing about machine learning.
Double deep learning CNNs with face and emotion recognition, feeding predictive machine learning, to bring you the optimal caffeine kick.
This tutorial is on Quantizing and Compiling the Ultralytics Yolov5 (Pytorch) with Vitis AI 3.0 and targeted for Kria KV260 FPGA Board.
Learn how to quickly develop TinyML models to recognize custom, user-defined drawn gestures on touch interfaces, embedded in low-power MCUs.
The project walks through how to create a custom hardware project for the Kria KV260 Vision AI Starter Kit in Vivado 2021.1
This project generates and tests a Linux-based hardware platform for Ultra96v2 using the Xilinx Vitis 2020.1.
This project uses artificial intelligence (deep learning) to detect when rooms in the house are messy or clean (via cameras & TensorFlow).
Detect spoiled products using the Tiny Machine Learning approach.
Project ARIES - A system of intelligent and connected autonomous vehicles to provide an immediate response and action to emergency scenarios
Easy object detection framework that can be used to create a La Croix Flavor Detector or any other object detection project in Python!
In this tutorial, we will use machine learning to build a gesture recognition system that runs on a tiny microcontroller, the RP2040.
A Smart Automatic Contactless Temperature Checkup and Mask Detection Kiosk using Facial Landmarking and Deep Learning for under $100.
Nowadays a number of Peoples are roaming around the roads so I developed this automatic system to monitor them without human eye.
Collate spectral color data of varying fruits and vegetables and interpret this data set with a neural network to predict ripening stages.
Matching socks is a nightmare, so having an intelligent system saying if a sock matches with another sock is the best weekend project ever.
This project walks through how to create a custom embedded Linux image for the Kria KV260 Vision AI Starter Kit in PetaLinux 2021.1.
Exploring Machine Learning on the tiny device of the Seeed XIAO family, the ESP32S3 Sense and SenseCraft-Web-Toolkit
An exploration of accelerating the MediaPipe models with Hailo-8L on the Raspberry Pi 5 AI Kit.
Avnet provides pre-verified designs for its platforms. This project describes how to re-generate the ZUBoard designs from source.
Covid 19 Early Screening System with Streaming video (Open CV)
This guide provides detailed instructions for implementing face detection on four (4) cameras using the UltraZed-EV and Multi-Camera FMC.
Amateur's Guide: Comparing Vision AI MCUs on Ease & Speed
How to apply the TinyML approach to detect truck failure related to the Air Pressure System (APS) in a timely manner.
