Discover intel-iot-devkit/computer-vision-inference-tutorials Open

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

185

people-counter-python

Intel System Studio project code samples using the Intel® IoT Developer Kit libraries.

iot-devkit-samples

Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.

smart-retail-analytics

Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.

people-counter-cpp

This public version repo of the reference-implementation includes the most recent changes to the reference-implementation.

reference-implementation

joule-code-samples

These applications are code sample exercises using the Intel IoT Developer Kit, Intel Joule Developer Kit, sensors, actuators, cloud platforms, and APIs.

OpenEmbedded layer to add support for multiple cloud IoT services including Microsoft Azure & Google Cloud Platform.

meta-iot-cloud

BitBake

intel-iot-gateway

These recipes provide an introduction to developing Node-Red flows using sensors with an Intel IoT Gateway.

Video-Analytics-OpenCV

Python video analytics samples with OpenCV*

Jupyter Notebook

safety-gear-detector-python

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

Examples for the UP Squared Grove IoT Development Kit in Arduino Create

up-squared-grove-IoT-dev-kit-arduino-create

concurrent-video-analytic-pipeline-optimization-sample-l

Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.

predictive-maintenance-python

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

shopper-gaze-monitor-python

Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.

motor-defect-detector-python

Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.

object-size-detector-python

The Path to Product are code samples demonstrating a rapid path to product edge IoT solution.

path-to-product

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

store-traffic-monitor-python

Cloud setup supporting the how-to code samples using IBM Bluemix Internet of Things, Microsoft Azure IoT Hub or Amazon Web Services (AWS).

iot-samples-cloud-setup

restricted-zone-notifier-python

Secure work areas and send alerts if someone enters the restricted space.

Run multiple independent anomaly detection (object flaws and motor defects) workloads on a single system via multiple virtual machines using a Kernel-based Virtual Machine (KVM) host.

Industrial-Anomaly-Detection

parking-lot-counter-cpp

Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.

Samples and projects for platforms running Android Things

android-things-samples

Java

object-flaw-detector-cpp

Detect various irregularities of a product as it moves along a conveyor belt.

Here we utilize the OpenCV libraries and apply the Histograms of Oriented Gradients (HOG) algorithm to create a computer vision application for people detection/counting

people-counter-opencv

Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.

store-aisle-monitor-python

Detect various irregularities of a product as it moves along a conveyor belt.

object-flaw-detector-python

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

intruder-detector-python

Jupyter Notebook

littleb

This project aims to create a clean, modern and easy to use Bluetooth Low Energy API. LittleB exposes the BLE GATT API for Pure C using BlueZ over SD-Bus.

intruder-detector-cpp

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

The Intel IoT Examples Datastore provides a simple data store for the how-to-code-samples.

intel-iot-examples-datastore

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

shopper-gaze-monitor-cpp

Demo on iGPU for FFmpeg decode and scale, OpenVINO inference. this is zero-copy solution, which means No frame data copy from CPU to iGPU.

ffmpeg-VAAPI-OpenVINO

Detect the mood of shoppers as they look at a retail or kiosk display.

shopper-mood-monitor-cpp

Build a solution that recognizes people within a specific area and measures the distance between them. Get an alert if the distance is less than a specified amount.

social-distance

This sample application takes an image frame of an analog gauge and reads the value using functions from OpenVINO™

analog-gauge-reader-cpp

Determine the demographics of an audience using the Intel® Distribution of OpenVINO™ toolkit, and then adjust the ads to match the audience.

intelligent-kiosk-analytics-cpp

Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.

store-aisle-monitor-cpp

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

safety-gear-detector-cpp

Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.

object-size-detector-cpp

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

store-traffic-monitor-cpp

Node-RED nodes for communicating to sensors and actuators supported by the UPM library for multiple platforms.

node-red-contrib-upm

Implement and use Intel® hardware platforms for video decoding, encoding, and optimization using various media stacks.

network-video-recorder

This sample application is useful to see movement patterns over time. For example, it could be used to see the usage of entrances to a factory floor over time, or patterns of shoppers in a store.

motion-heatmap-cpp

motor-defect-detector-cpp

Secure work areas and send alerts if someone enters the restricted space.

restricted-zone-notifier-cpp

Segment brain tumors in raw MRI images by applying the U-Net architecture.

brain-tumor-segmentations

mraa.io implementation for Zephyr. Provides a way to use the mraa.io C API on Zephyr 1.4, 1.5 & 1.6 and use UPM modules.

zmraa

automated-checkout

Deploy sensor fusion technology for an automated checkout that enables real-time insight about the products consumers are buying using the EdgeX Foundry* extensible framework.

rtsf-at-checkout-reference-design

Detect loss at self-checkout by seamlessly connecting different sensor devices, including weight scale sensors, cameras, and RFIDs.

machine-operator-monitor-cpp

Monitor a machine operator and detect the emotional state of an operator. Send an alert if the operator is distracted or angry.

FRD-CV-Demo-Pedestrian-Detection

Firmata wrapper for the CurieIMU library on the Arduino101. This enables the CurieIMU functionality to be used over Firmata

firmata-curie-imu

Doxgen to Javascript Documentation (not jsdoc). It's a documentation generation tool to support C codes that are auto-translated to JavaScript using SWIG.

doxygen2jsdoc

Handlebars

MvNC_examples

Contains examples for the Movidius Neural Compute Stick.

Plugin for Docker Machine to use QEMU

docker-machine-driver-qemu

concurrent-video-analytic-pipeline-optimization-sample-w

Cordova Plugins for Android Things

android-things-cordova

capacity-limit

Find people who cross a virtual line and determine whether they are entering or exiting a store. Count the unique shoppers and then display the current store occupancy.

OpenEmbedded* layer for building the Intel® IoT Gateway Software Suite with the Intel® IoT Gateway Developer Hub and Node-RED*.

intel-iot-dev-experience

Apply the pretrained models in the Intel® Distribution of OpenVINO™ toolkit to detect and count the number of people waiting in lines in real time.

line-monitoring

Learn how to build voice enabled IoT solutions with the Intel Speech Enabling Kit & AWS

alsa-driver-intel-speech-enabling-kit

avs-alexa-iot-intel-speech-enabling-kit

Intel® IoT Developer kit middleware layer, modified for the Intel® Edison. Not maintained or supported, use at your own risk!

meta-intel-iot-devkit-mw

BitBake

avs-device-sdk-intel-speech-enabling-kit

Detect pneumonia in X-rays using computer vision inferencing and a pretrained model.

pneumonia-classification

This tutorial contains instructions to use OpenVINO™ with Intel® System Studio 2018, update 1 for executing OpenCV projects.

intel-computer-vision-ISS-tutorial

Example of how to use FirmataCurieIMU from JavaScript. This example code enables you to use the CurieIMU functioanlity from pure JS.

firmata-curie-imu.js

Docker Image Builders for Mraa and Upm

docker-image-builders

Shell

iotkit-comm-c

Iotkit-comm-c is a c/c++ library that allows network-connected devices to conveniently discover and communicate with each other and the cloud.

aws-iot-device-sdk-cpp-arduino-create

Including AWS IOT Device SDK in Arduino Create Library Manager

UPM C Driver staging repository for Zephyr. These drivers require ZMRAA and include Zephyr examples and project configuration files.

zupm

grub-fedora

Mirror of the old grub-fedora repo hosted on github.com/vathpela/grub-fedora used for galileo. This is used on the Intel® Galileo (gen1 & 2) as the bootloader.

intelligent-vending-machine

GitHub pages site for UPM

upm-site

Detect shoppers and determine their walking direction. Get alerts for shoppers walking opposite to the predefined direction.

one-way-monitoring

These recipes include examples of getting started with GE Predix and Intel IoT gateway by developing Node-RED flows using various sensors.

ge-predix-intel

intel-gateway-azure-iot-edge

DoxyPort is a Python project which ports Doxygen documentation from C/C++ code to SWIG-generated JAVA bidings.

af-mraa-binding

AFB binding for mraa

doxyport