Dace IT℠ with Sense Traffic Pulse™ & Safety Gear Detector reference implementation is capable of detecting people passing in front of a camera and detecting if the people are wearing safety-jackets and hard-hats. The application counts the number of people who are violating the safety gear standards and the total number of people detected.
How It Works
Dace IT with Sense Traffic Pulse Safety Gear Detector!
This application uses the Inference Engine included in the Intel® Distribution of OpenVINO™ toolkit. and has been installed with all required dependencies.
Firstly, a trained neural network detects people in the frame and displays a green colored bounding box over them. For each person detected, the application determines if they are wearing a safety-jacket and hard-hat. If they are not, an alert is registered with the system.
Pre-installed VM Setup
PrInstall Intel® Distribution of OpenVINO™ toolkit Refer to Install the Intel® Distribution of OpenVINO™ toolkit for Windows to install and set up the toolkit.
Pre-Installed the OpenCL™ Runtime Package to run inference on the GPU. It is not mandatory for CPU inference.
FFmpeg is a free and open-source project capable of recording, converting and streaming digital audio and video in various formats. It can be used to do most of our multimedia tasks quickly and easily say, audio compression, audio/video format conversion, extract images from a video and a lot more.
Dace IT℠ d/b/a Sense Traffic Pulse™ is a Member of the Intel® IoT Solutions Alliance. A global ecosystem of more than 800 industry leaders, the Alliance offers its Members unique access to Intel® technology, expertise, and go-to-market support—accelerating deployment of best-in-class solutions.
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