edgeimpulse 开源项目推荐（47 个）

bharathsudharsan /TinyML-CAM

Code for MobiCom paper 'TinyML-CAM: 80 FPS Image Recognition in 1 Kb RAM'

Pneumonia-Detection-using-EdgeML /pneumonia-detection-balenaCAM

Pneumonia Detection on a Raspberry Pi using balenaCloud and Edge Impulse.

edgeimpulse /edge-impulse-runner-rs

A Rust library for running Edge Impulse Linux models

gbr1 /edgeimpulse_ros

ROS2 wrapper for Edge Impulse

ReikiC /CASA0018-Gloves-Edge-AI

This project implements a wearable device that translates sign language gestures into text using flex sensors, an IMU, and edge ML inference.

LucasPlacentino /Calido

Calido - Open Smart Thermostat and Smart Home Controller. Built on a Thingy:91 (nRF9160).

edgeimpulse /gst-plugins-edgeimpulse

GStreamer plugin to run AI/ML inference via Edge Impulse machine learning models

chinweibegbu /undergraduate-thesis

A TinyML cassava leaf disease detection system built using Edge Impulse and the Espressif ESP32-CAM microcontroller

edgeimpulse /edge-impulse-ffi-rs

This project lets you run Edge Impulse machine learning models from Rust using a safe FFI (Foreign Function Interface) layer over the Edge Impulse C++ SDK

SasageyoOrg /stm32f4-ai-framework

Research on the capabilities of the STM32F429I-DISC1 board to perform Machine Learning tasks

alexsander-gutierrez-goncalves /detector-de-moedas-de-1-real-e-50-centavos-wasm

Detector de moedas de 1 real e 50 centavos utilizando a plataforma Edge Impulse.

gerritonagoodday /VehicleBrandDatasetScraping

This collection of apps scrapes car images from the Autotrader website in order to create a dataset of car brands for Machine Learning (ML).

navinreddy23 /Voice-Classifier-NXP-Hackathon-2021

Submitted for NXP-Hackathon-2021 on electromaker.io

cameronbunce /ESP32-Edge-Impulse

Micropython tool for Data Ingest into EdgeImpulse

ronibandini /soccerForecast

Arduino UNO R4 Minima Soccer forecast with Machine Learning (Edge Impulse)

InnovativeSumit /SMART-SEP

Smart Plastic Separation Car with AI-powered detection, IoT integration, servo-controlled robotic arm, and real-time environmental monitoring.

edgeimpulse /mtb-example-edgeimpulse-standalone-inference

Code example for ModusToolbox that enables any PSoC 6 to run Machine Learning

Diego-Luna /PKE-WioTerminal

该项目在 GitHub 上没有填写描述

nainaiurk /Edge-AI-enabled-Induction-Motor-Fault-Detection-and-Prediction

Edge-AI powered three-phase induction motor monitoring system featuring real-time electrical/vibration sensing, TinyML fault detection, predictive maintenance (EMA trend analysis), TFT UI, and a WiFi web dashboard. Built on ESP32-S3 with full open-source firmware and model pipeline.

jhoward-embedded /EdgeImpulseDataRecorder-ESP32

A high-speed Serial utility for building machine learning audio datasets. This tool allows you to stream raw 16-bit PCM data from an ESP32, visualize signal levels in real-time, and save recordings into labeled .wav files.