Video analytics is the process of determining object characteristics through automatic video image analysis. The technology is based on computer vision algorithms.
Video analytics allows for video monitoring and data collection without direct human involvement.
Why implement video analytics?
- It automates routine operations: saves and systematizes video, generates statistics and reports.
- It reduces personnel costs.
- It minimizes the impact of the human factor on system operation.
Tasks of video analytics:
- Detection and classification of objects and situations, including their identification.
- Object tracking.
- Event or activity prediction.
Customer service points
Video conferencing systems
Lectures, seminars, presentations
Advertising media equipped with a camera
Museums
Construction sites
Crowded areas and parking lots
Logistics facilities, warehouses
Production facilities, workshops, industrial sites
River navigation monitoring
Customer service points (banks, MFCs, post offices, order pick-up points, etc.)
Evaluation of service quality (facial video analytics: tracking emotional dynamics, matching "timestamp – emotion").
Analysis of advertising video panel perception (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, matching "viewing timestamp – broadcast timestamp – viewing duration").
Video conferencing systems
Presence and identification of participants (facial video analytics: biometric identification).
Evaluation of participant engagement in video conferencing (facial video analytics: biometric identification, head movements).
Analysis of audience engagement (facial video analytics: head movements, viewing duration, matching "timestamp – head movement").
Evaluation of presentation quality (facial video analytics: emotional dynamics, matching "timestamp – emotion").
Advertising media equipped with a camera (video panels, billboards)
Analysis of advertising panel perception (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, matching "view start timestamp – broadcast timestamp – viewing duration").
Targeting online video ads (facial video analytics: gender, age, matching "gender – age – time of day – season," triggering the appropriate video content).
Analysis of visitor reactions to exhibits (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, creation of an "attractiveness rating" for exhibits: matching "exhibit – emotion," matching "exhibit – demographics – timestamp – viewing duration").
- Monitoring of construction progress (compliance with stated deadlines based on video footage of the construction site).
- Control of unauthorized persons on site (facial video analytics: identification).
- Monitoring the use of personal protective equipment.
- Ensuring the security of material assets on the construction site.
- Crowded areas and nearby parking lots (shopping centers, train stations, airports)
- Video analytics for parking lots (license plate recognition, monitoring prescribed routes and movement directions, compliance with markings, detection of stopping in prohibited areas).
- Facial video analytics (scoring, heat maps, biometrics, emotions, demographics, head movements).
- Evaluation of service quality (emotional dynamics).
- Tracking the movement of people and vehicles (breaching restricted zones, monitoring compliance with prescribed movement routes).
Monitoring of storage racks.
- Tracking the movement of people and special equipment (breaching restricted zones, monitoring compliance with prescribed movement routes).
- Pedestrian flow video analytics (scoring, biometrics, use of personal protective equipment by staff).
Pedestrian flow video analytics (scoring, biometrics, use of personal protective equipment by staff).
- Tracking the movement of people and special equipment (breaching restricted zones, monitoring compliance with prescribed movement routes).
- Reading data from hard-to-reach sensors (using UAVs).
River navigation monitoring
- Determining the vessel's direction along the fairway.
- Determining the coordinates and speed of the vessel.
- Recognition of the vessel's name or number, and home port.
- Identifying the vessel passing a designated control point (in narrow river areas).
Customer service points
Video conferencing systems
Lectures, seminars, presentations
Advertising media equipped with a camera
Museums
Customer service points (banks, MFCs, post offices, order pick-up points, etc.)
Evaluation of service quality (facial video analytics: tracking emotional dynamics, matching "timestamp – emotion").
Analysis of advertising video panel perception (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, matching "viewing timestamp – broadcast timestamp – viewing duration").
Video conferencing systems
Presence and identification of participants (facial video analytics: biometric identification).
Evaluation of participant engagement in video conferencing (facial video analytics: biometric identification, head movements).
Analysis of audience engagement (facial video analytics: head movements, viewing duration, matching "timestamp – head movement").
Evaluation of presentation quality (facial video analytics: emotional dynamics, matching "timestamp – emotion").
Advertising media equipped with a camera (video panels, billboards)
Analysis of advertising panel perception (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, matching "view start timestamp – broadcast timestamp – viewing duration").
Targeting online video ads (facial video analytics: gender, age, matching "gender – age – time of day – season," triggering the appropriate video content).
Analysis of visitor reactions to exhibits (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, creation of an "attractiveness rating" for exhibits: matching "exhibit – emotion," matching "exhibit – demographics – timestamp – viewing duration").
Construction sites
Crowded areas and parking lots
Logistics facilities, warehouses
Production facilities, workshops, industrial sites
River navigation monitoring
- Monitoring of construction progress (compliance with stated deadlines based on video footage of the construction site).
- Control of unauthorized persons on site (facial video analytics: identification).
- Monitoring the use of personal protective equipment.
- Ensuring the security of material assets on the construction site.
- Crowded areas and nearby parking lots (shopping centers, train stations, airports)
- Video analytics for parking lots (license plate recognition, monitoring prescribed routes and movement directions, compliance with markings, detection of stopping in prohibited areas).
- Facial video analytics (scoring, heat maps, biometrics, emotions, demographics, head movements).
- Evaluation of service quality (emotional dynamics).
- Tracking the movement of people and vehicles (breaching restricted zones, monitoring compliance with prescribed movement routes).
Monitoring of storage racks.
- Tracking the movement of people and special equipment (breaching restricted zones, monitoring compliance with prescribed movement routes).
- Pedestrian flow video analytics (scoring, biometrics, use of personal protective equipment by staff).
Pedestrian flow video analytics (scoring, biometrics, use of personal protective equipment by staff).
- Tracking the movement of people and special equipment (breaching restricted zones, monitoring compliance with prescribed movement routes).
- Reading data from hard-to-reach sensors (using UAVs).
River navigation monitoring
- Determining the vessel's direction along the fairway.
- Determining the coordinates and speed of the vessel.
- Recognition of the vessel's name or number, and home port.
- Identifying the vessel passing a designated control point (in narrow river areas).
Customer service points
Video conferencing systems
Lectures, seminars, presentations
Customer service points (banks, MFCs, post offices, order pick-up points, etc.)
Evaluation of service quality (facial video analytics: tracking emotional dynamics, matching "timestamp – emotion").
Analysis of advertising video panel perception (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, matching "viewing timestamp – broadcast timestamp – viewing duration").
Video conferencing systems
Presence and identification of participants (facial video analytics: biometric identification).
Evaluation of participant engagement in video conferencing (facial video analytics: biometric identification, head movements).
Analysis of audience engagement (facial video analytics: head movements, viewing duration, matching "timestamp – head movement").
Evaluation of presentation quality (facial video analytics: emotional dynamics, matching "timestamp – emotion").
Advertising media equipped with a camera
Museums
Construction sites
Advertising media equipped with a camera (video panels, billboards)
Analysis of advertising panel perception (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, matching "view start timestamp – broadcast timestamp – viewing duration").
Targeting online video ads (facial video analytics: gender, age, matching "gender – age – time of day – season," triggering the appropriate video content).
Analysis of visitor reactions to exhibits (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, creation of an "attractiveness rating" for exhibits: matching "exhibit – emotion," matching "exhibit – demographics – timestamp – viewing duration").
- Monitoring of construction progress (compliance with stated deadlines based on video footage of the construction site).
- Control of unauthorized persons on site (facial video analytics: identification).
- Monitoring the use of personal protective equipment.
- Ensuring the security of material assets on the construction site.
Crowded areas and parking lots
Logistics facilities, warehouses
Production facilities, workshops, industrial sites
- Crowded areas and nearby parking lots (shopping centers, train stations, airports)
- Video analytics for parking lots (license plate recognition, monitoring prescribed routes and movement directions, compliance with markings, detection of stopping in prohibited areas).
- Facial video analytics (scoring, heat maps, biometrics, emotions, demographics, head movements).
- Evaluation of service quality (emotional dynamics).
- Tracking the movement of people and vehicles (breaching restricted zones, monitoring compliance with prescribed movement routes).
Monitoring of storage racks.
- Tracking the movement of people and special equipment (breaching restricted zones, monitoring compliance with prescribed movement routes).
- Pedestrian flow video analytics (scoring, biometrics, use of personal protective equipment by staff).
Pedestrian flow video analytics (scoring, biometrics, use of personal protective equipment by staff).
- Tracking the movement of people and special equipment (breaching restricted zones, monitoring compliance with prescribed movement routes).
- Reading data from hard-to-reach sensors (using UAVs).
River navigation monitoring
River navigation monitoring
- Determining the vessel's direction along the fairway.
- Determining the coordinates and speed of the vessel.
- Recognition of the vessel's name or number, and home port.
- Identifying the vessel passing a designated control point (in narrow river areas).
Customer service points
Video conferencing systems
Customer service points (banks, MFCs, post offices, order pick-up points, etc.)
Evaluation of service quality (facial video analytics: tracking emotional dynamics, matching "timestamp – emotion").
Analysis of advertising video panel perception (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, matching "viewing timestamp – broadcast timestamp – viewing duration").
Video conferencing systems
Presence and identification of participants (facial video analytics: biometric identification).
Evaluation of participant engagement in video conferencing (facial video analytics: biometric identification, head movements).
Lectures, seminars, presentations
Advertising media equipped with a camera
Analysis of audience engagement (facial video analytics: head movements, viewing duration, matching "timestamp – head movement").
Evaluation of presentation quality (facial video analytics: emotional dynamics, matching "timestamp – emotion").
Advertising media equipped with a camera (video panels, billboards)
Analysis of advertising panel perception (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, matching "view start timestamp – broadcast timestamp – viewing duration").
Targeting online video ads (facial video analytics: gender, age, matching "gender – age – time of day – season," triggering the appropriate video content).
Museums
Construction sites
Analysis of visitor reactions to exhibits (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, creation of an "attractiveness rating" for exhibits: matching "exhibit – emotion," matching "exhibit – demographics – timestamp – viewing duration").
- Monitoring of construction progress (compliance with stated deadlines based on video footage of the construction site).
- Control of unauthorized persons on site (facial video analytics: identification).
- Monitoring the use of personal protective equipment.
- Ensuring the security of material assets on the construction site.
Crowded areas and parking lots
Logistics facilities, warehouses
- Crowded areas and nearby parking lots (shopping centers, train stations, airports)
- Video analytics for parking lots (license plate recognition, monitoring prescribed routes and movement directions, compliance with markings, detection of stopping in prohibited areas).
- Facial video analytics (scoring, heat maps, biometrics, emotions, demographics, head movements).
- Evaluation of service quality (emotional dynamics).
- Tracking the movement of people and vehicles (breaching restricted zones, monitoring compliance with prescribed movement routes).
Monitoring of storage racks.
- Tracking the movement of people and special equipment (breaching restricted zones, monitoring compliance with prescribed movement routes).
- Pedestrian flow video analytics (scoring, biometrics, use of personal protective equipment by staff).
Production facilities, workshops, industrial sites
River navigation monitoring
Pedestrian flow video analytics (scoring, biometrics, use of personal protective equipment by staff).
- Tracking the movement of people and special equipment (breaching restricted zones, monitoring compliance with prescribed movement routes).
- Reading data from hard-to-reach sensors (using UAVs).
River navigation monitoring
- Determining the vessel's direction along the fairway.
- Determining the coordinates and speed of the vessel.
- Recognition of the vessel's name or number, and home port.
- Identifying the vessel passing a designated control point (in narrow river areas).
Customer service points
Customer service points (banks, MFCs, post offices, order pick-up points, etc.)
Evaluation of service quality (facial video analytics: tracking emotional dynamics, matching "timestamp – emotion").
Analysis of advertising video panel perception (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, matching "viewing timestamp – broadcast timestamp – viewing duration").
Video conferencing systems
Video conferencing systems
Presence and identification of participants (facial video analytics: biometric identification).
Evaluation of participant engagement in video conferencing (facial video analytics: biometric identification, head movements).
Lectures, seminars, presentations
Analysis of audience engagement (facial video analytics: head movements, viewing duration, matching "timestamp – head movement").
Evaluation of presentation quality (facial video analytics: emotional dynamics, matching "timestamp – emotion").
Advertising media equipped with a camera
Advertising media equipped with a camera (video panels, billboards)
Analysis of advertising panel perception (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, matching "view start timestamp – broadcast timestamp – viewing duration").
Targeting online video ads (facial video analytics: gender, age, matching "gender – age – time of day – season," triggering the appropriate video content).
Museums
Analysis of visitor reactions to exhibits (facial video analytics: people counting, emotions, gender, age, view counting, calculation of viewing duration, creation of an "attractiveness rating" for exhibits: matching "exhibit – emotion," matching "exhibit – demographics – timestamp – viewing duration").
Construction sites
- Monitoring of construction progress (compliance with stated deadlines based on video footage of the construction site).
- Control of unauthorized persons on site (facial video analytics: identification).
- Monitoring the use of personal protective equipment.
- Ensuring the security of material assets on the construction site.
Crowded areas and parking lots
- Crowded areas and nearby parking lots (shopping centers, train stations, airports)
- Video analytics for parking lots (license plate recognition, monitoring prescribed routes and movement directions, compliance with markings, detection of stopping in prohibited areas).
- Facial video analytics (scoring, heat maps, biometrics, emotions, demographics, head movements).
- Evaluation of service quality (emotional dynamics).
- Tracking the movement of people and vehicles (breaching restricted zones, monitoring compliance with prescribed movement routes).
Logistics facilities, warehouses
Monitoring of storage racks.
- Tracking the movement of people and special equipment (breaching restricted zones, monitoring compliance with prescribed movement routes).
- Pedestrian flow video analytics (scoring, biometrics, use of personal protective equipment by staff).
Production facilities, workshops, industrial sites
Pedestrian flow video analytics (scoring, biometrics, use of personal protective equipment by staff).
- Tracking the movement of people and special equipment (breaching restricted zones, monitoring compliance with prescribed movement routes).
- Reading data from hard-to-reach sensors (using UAVs).
River navigation monitoring
River navigation monitoring
- Determining the vessel's direction along the fairway.
- Determining the coordinates and speed of the vessel.
- Recognition of the vessel's name or number, and home port.
- Identifying the vessel passing a designated control point (in narrow river areas).
Your own R&D laboratory with specialists in data collection and preparation, Data Science experts, neural network architects, and developers.
Your own engineering center for creating camera infrastructure.
Hardware infrastructure for machine learning — various architectures of GPU servers.
A proprietary database of pre-trained networks and ready-made solutions for various applications.
The ability to quickly collect data through a video surveillance network and partnership agreements.
