#Machine vision

Implanting Machine Vision algorithms as unsleeping sentinels. Deploying neural code over standard CCTV grids. Identifies maskless workers, trespassing acts into perilous red zones, and rogue truck navigation.

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items in this topic
Case
Ivan Maksimov
Occupational Safety Specialist
Qummy
December 21, 2025

AI and Machine Vision in HSE: From Idea to Launch

Implementation of a machine vision system based on the Open Source MoonDream model to monitor PPE usage and sanitary compliance in food production. The system analyzes real-time video streams, sends violation alerts to a Telegram bot for responsible managers within 15 seconds, and is accompanied by a positive employee motivation program without fines.

Machine vision Motivation PPE
Case
Ivan Negrey
Head of HSE and Transport Safety Division at Apatit
Apatit
October 28, 2025

How to Build a Comprehensive Transport Safety System

A comprehensive transport safety management system at an industrial enterprise, including abandoning the rotational method, implementing automated pre-trip medical exams, and creating mobile road safety control groups. Application of technical assistants: driver fatigue monitoring systems, onboard machine vision on locomotives, telemetry alertness bracelets for drivers, and laser visualization of danger zones.

Machine vision HSE TOP 100 VR
Case
Ivan Maksimov
Occupational Safety Specialist
Qummy
October 28, 2025

AI and Video Analytics in HSE: From Idea to In-House Launch

Development and implementation of a video analytics system based on the open-source MoonDream model by the company's internal specialists. The solution analyzes the real-time video stream from cameras, detects violations of PPE and sanitary clothing rules, as well as unauthorized actions with equipment, and automatically sends notifications to responsible persons via a Telegram bot.

Machine vision HSE TOP 100 PPE
Expert blog
Aleksey Mosyagin
Head of HSE Service
Zarubezhneft-Dobycha Kharyaga
October 15, 2025

Implementation of Digital Technologies in the Safety Compliance Control Process at ZARUBEZHNEFT-Dobycha Kharyaga LLC

Machine vision Digitalization Innovation
Case
Vyacheslav Kozlov
Department Director
TVEL
November 16, 2022

Implementing Video Analytics Systems as an Element of Improving Safety Culture

Implementation of an automated HSE incident detection system (ASVIOT) based on machine vision and video analytics. The system recognizes the absence of PPE, hazardous situations, and controls geofences, supplemented by smart bracelets for personnel condition monitoring and two-way communication at high-security facilities.

Machine vision HSE TOP 100 Safety culture
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