Content for Edge Impulse

Fluid Leakage Detection With AI

“Identify leaks by using machine learning and a flowmeter to measure and classify the flow of liquid through a pipe. Fluid leakage in industrial pipelines can have serious and potentially destructive effects on both the environment and human health. One …

Gelāre: Depth-sensing & EdgeImpulse powered Assistive-Robots

“Towards Spatial-guided Vision based Assistive Robotics using EdgeImpulse and LEGO Mindstorms. Problem Statement The ability to feed oneself is a crucial aspect of daily living, and losing this ability can have a significant impact on a person’s life. Robotics …

ID Chicken Eggs with Thermal Images, ML, and Cellular IoT

“In part one of a two-part project, we display thermal images on a TFT display, save them to flash, all to build an ML model w/ SMS alerts! One thing they don’t tell you about raising chickens in the …

IoT AI-driven Smart Grocery Cart w/ Edge Impulse

“Provide a checkout-free shopping experience letting customers create an online shopping list from products in their cart and pay via email. Especially after the recent success of Amazon Go cashierless convenience stores, there is a surge in adaptations of this …

How to setup Pico as Edge device with Edge Impulse

“This is how to start to make Pico as ML model mounted Edge device. In this project, I would like to introduce embedded ML solution provider. Machine learning is a high-spec data operation that was possible on a high-spec computer …

Early detection of workers falls with Machine Learning

“Fall detection prototype with Arduino clients, Raspberry Pi server and Machine Learning. “I’m going, down, down, down, down, down. Yes, I’ve got my feet in the window. Got my head on the ground” Going down (Freddie King) Falls …

Measuring Air Quality with an Accelerometer

“One of the powers of machine learning is the ability to analyze variables indirectly by measuring a completely different one. Mov to IAQ! The problem Sometimes, in the development of our work, we need to monitor some physical variable of …

Smart Cashier with Edge Impulse FOMO

“Self checkout smart cashier using object detection to calculate number of items and total price for your purchase. In this project I’m taking advantage of FOMO (Faster Objects, More Objects) algorithm that’s really fast and efficient in object …