Home
Docs
API
Projects
Forum
Search
⌃
K
Links
Welcome
Featured Machine Learning Projects
NVIDIA Omniverse - Synthetic Data Generation For Edge Impulse Projects
Community Guide – Using Edge Impulse with Nvidia DeepStream
Prototype and Concept Projects
Renesas CK-RA6M5 Cloud Kit - Getting Started with Machine Learning
TI CC1352P Launchpad - Getting Started with Machine Learning
Image Projects
Workplace Organizer - Nvidia Jetson Nano
Recyclable Materials Sorter - Nvidia Jetson Nano
Analog Meter Reading - Arduino Nicla Vision
Creating Synthetic Data with Nvidia Omniverse Replicator
SonicSight AR - Sound Classification with Feedback on an Augmented Reality Display
Traffic Monitoring - Brainchip Akida Neuromorphic Processor
Container Counting - Arduino Nicla Vision
Smart Smoke Alarm - Arduino Nano 33
Shield Bot Autonomous Security Robot
Cyclist Blind Spot Detection - Himax WE-I Plus
IV Drip Fluid-Level Monitoring - Arduino Portenta H7
Worker PPE Safety Monitoring - Nvidia Jetson Nano
Delivered Package Detection - ESP-EYE
Bean Leaf Disease Classification - Sony Spresense
Oil Tank Measurement Using Computer Vision - Sony Spresense
Object Counting for Smart Industries - Raspberry Pi
Smart Cashier with FOMO - Raspberry Pi
PCB Defect Detection with Computer Vision - Raspberry Pi
Bicycle Counting - Sony Spresense
Counting Eggs with Computer Vision - OpenMV Cam H7
Elevator Passenger Counting - Arduino Nicla Vision
ESD Protection using Computer Vision - Seeed ReComputer
Solar Panel Defect Detection - Arduino Portenta H7
Label Defect Detection - Raspberry Pi
Dials and Knob Monitoring with Computer Vision - Raspberry Pi
Digital Character Recognition on Electric Meter System - OpenMV Cam H7
Corrosion Detection with Computer Vision - Seeed reTerminal
Inventory Management with Computer Vision - Raspberry Pi
Monitoring Retail Checkout Lines with Computer Vision - Renesas RZ/V2L
Counting Retail Inventory with Computer Vision - Renesas RZ/V2L
Pose Detection - Renesas RZ/V2L
Product Quality Inspection - Renesas RZ/V2L
Smart Grocery Cart Using Computer Vision - OpenMV Cam H7
Driver Drowsiness Detection With FOMO - Arduino Nicla Vision
Gastroscopic Image Processing - OpenMV Cam H7
Pharmaceutical Pill Quality Control and Defect Detection
Deter Shoplifting with Computer Vision - Texas Instruments TDA4VM
Smart Factory Prototype - Texas Instruments TDA4VM
Correct Posture Detection and Enforcement - Texas Instruments TDA4VM
Surface Crack Detection and Localization - Texas Instruments TDA4VM
Surface Crack Detection - Seeed reTerminal
Retail Image Classification - Nvidia Jetson Nano
SiLabs xG24 Plus Arducam - Sorting Objects with Computer Vision and Robotics - Part 1
SiLabs xG24 Plus Arducam - Sorting Objects with Computer Vision and Robotics - Part 2
Object Detection and Visualization - Seeed Grove Vision AI Module
Bike Rearview Radar - Raspberry Pi
Build a Self-Driving RC Vehicle - Arduino Portenta H7 and Computer Vision
"Bring Your Own Model" Image Classifier for Wound Identification
Acute Lymphoblastic Leukemia Classifier - Nvidia Jetson Nano
Audio Projects
Glass Window Break Detection - Nordic Thingy:53
Occupancy Sensing - SiLabs xG24
Smart Appliance Control Using Voice Commands - Nordic Thingy:53
Illegal Logging Detection - Nordic Thingy:53
Illegal Logging Detection - Syntiant TinyML
Wearable Cough Sensor and Monitoring - Arduino Nano 33 BLE Sense
Collect Data for Keyword Spotting - Raspberry Pi Pico
Voice-Activated LED Strip - Raspberry Pi Pico
Snoring Detection on a Smart Phone
Gunshot Audio Classification - Arduino Nano 33 + Portenta H7
AI-Powered Patient Assistance - Arduino Nano 33 BLE Sense
Acoustic Pipe Leakage Detection - Arduino Portenta H7
Location Identification using Sound - Syntiant TinyML
Environmental Noise Classification - Nordic Thingy:53
Running Faucet Detection - Seeed XIAO Sense + Blues Cellular
Vandalism Detection via Audio Classification - Arduino Nano 33 BLE Sense
Predictive Maintenance Using Audio Classification - Arduino Nano 33 BLE Sense
Porting an Audio Project from the SiLabs Thunderboard Sense 2 to xG24
Environmental Audio Monitoring Wearable - Syntiant TinyML - Part 1
Environmental Audio Monitoring Wearable - Syntiant TinyML - Part 2
Keyword Spotting - Nordic Thingy:53
Detecting Worker Accidents with Audio Classification - Syntiant TinyML
Snoring Detection with Syntiant NDP120 Neural Decision Processor - Arduino Nicla Voice
Predictive Maintenance & Fault Classification
Predictive Maintenance - Nordic Thingy:91
Brushless DC Motor Anomaly Detection
Industrial Compressor Predictive Maintenance - Nordic Thingy:53
Anticipate Power Outages with Machine Learning - Arduino Nano 33 BLE Sense
Faulty Lithium-Ion Cell Identification in Battery Packs - Seeed Wio Terminal
Weight Scale Predictive Maintenance - Arduino Nano 33 BLE Sense
Fluid Leak Detection With a Flowmeter and AI - Seeed Wio Terminal
Pipeline Clog Detection with a Flowmeter and AI - Seeed Wio Terminal
Refrigerator Predictive Maintenance - Arduino Nano 33 BLE Sense
Motor Pump Predictive Maintenance - Infineon PSoC 6 WiFi-BT Pioneer Kit + CN0549
Accelerometer & Activity Projects
Arduino x K-Way - Outdoor Activity Tracker
Arduino x K-Way - Gesture Recognition for Hiking
Arduino x K-Way - TinyML Fall Detection
Posture Detection for Worker Safety - SiLabs Thunderboard Sense 2
Hand Gesture Recognition - OpenMV Cam H7
Arduin-Row, a TinyML Rowing Machine Coach - Arduino Nicla Sense ME
Fall Detection using a Transformer Model – Arduino Giga R1 WiFi
Bluetooth Fall Detection - Arduino Nano 33 BLE Sense
Monitor Packages During Transit with AI - Arduino Nano 33 BLE Sense
Smart Baby Swing - Arduino Portenta H7
Warehouse Shipment Monitoring - SiLabs Thunderboard Sense 2
Gesture Recognition - Bangle.js Smartwatch
Gesture Recognition for Patient Communication - SiLabs Thunderboard Sense 2
Hospital Bed Occupancy Detection - Arduino Nano 33 BLE Sense
Porting a Posture Detection Project from the SiLabs Thunderboard Sense 2 to xG24
Porting a Gesture Recognition Project from the SiLabs Thunderboard Sense 2 to xG24
Air Quality & Environmental Projects
Arduino x K-Way - Environmental Asthma Risk Assessment
Gas Detection in the Oil and Gas Industry - Nordic Thingy:91
Smart HVAC System with a Sony Spresense
Smart HVAC System with an Arduino Nicla Vision
Indoor CO2 Level Estimation - Arduino Portenta H7
Harmful Gases Detection - Arduino Nano 33 BLE Sense
Fire Detection Using Sensor Fusion and TinyML - Arduino Nano 33 BLE Sense
AI-Assisted Monitoring of Dairy Manufacturing Conditions - Seeed XIAO ESP32C3
AI-Assisted Air Quality Monitoring - DFRobot Firebeetle ESP32
Air Quality Monitoring with Sipeed Longan Nano - RISC-V Gigadevice
Methane Monitoring in Mines - Silabs xG24 Dev Kit
Smart Building Ventilation with Environmental Sensor Fusion
Sensor Data Fusion with Spresense and CommonSense
Novel Sensor Projects
8x8 ToF Gesture Classification - Arduino RP2040 Connect
Food Irradiation Dose Detection - DFRobot Beetle ESP32C3
Applying EEG Data to Machine Learning, Part 1
Applying EEG Data to Machine Learning, Part 2
Applying EEG Data to Machine Learning, Part 3
Liquid Classification with TinyML - Seeed Wio Terminal + TDS Sensor
AI-Assisted Pipeline Diagnostics and Inspection with mmWave Radar
Soil Quality Detection Using AI and LoRaWAN - Seeed Sensecap A1101
Smart Diaper Prototype - Arduino Nicla Sense ME
Software Integration Demos
Azure Machine Learning with Kubernetes Compute and Edge Impulse
ROS2 + Edge Impulse, Part 1: Pub/Sub Node in Python
ROS2 + Edge Impulse, Part 2: MicroROS
Using Hugging Face Datasets in Edge Impulse
Using Hugging Face Image Classification Datasets with Edge Impulse
Edge Impulse API Usage Sample Application - Jetson Nano Trainer
MLOps with Edge Impulse and Azure IoT Edge
A Federated Approach to Train and Deploy Machine Learning Models
Powered By
GitBook
Fire Detection Using Sensor Fusion and TinyML - Arduino Nano 33 BLE Sense
Demonstrating Sensor Fusion on an Arduino Nano 33 BLE Sense to detect the presence of a fire using TinyML.
Created By: Nekhil R.
Public Project Link:
https://studio.edgeimpulse.com/public/160533/latest