Crowd Detection

Product Specification

Version Q3-2021

Product Description

Our crowd detection analytics utilizes neural network technology, which is suitable for government security systems. This solution is the best for crowds on city streets, squares, subways, and public transports stations, in store lines.

Crowd Detection Features

  • Immediately notifies about the crowd situation/location
  • Flexibility to set a minimum number of people in crowd detection

Сamera Compatibility

The solution is compatible with all cameras, that return the RTSP stream.

A common choice for effective crowds detection: AXIS P1455-LE.

Supported cameras

All cameras, RTSP

Maximum number of cameras

Unlimited, depending on the PC or Server

Other video sources

Avi Files, Ficheros Jpeg, Bmp

Camera Installation Requirements

  • Static and reliable mounting of the camera
  • Top view/perspective view from above
  • Camera angle relative to vertical - 20-75°
  • Continuous lighting, for example, indoor lamps
  • Prevent refocusing and image sharpness changes
  • There should be no overexposures and glare in the frame

Requirements for a Video Stream

Codecs -H.264 / MJPEG


Open tools for integration and development


RTSP connection


Video formats supported: AVI, .MKV, .MPEG4, .MOV, .WMV, .DVR, .ASF, .RT4, .DIVX, .264, .GE5, .TS, .3GP, .XBA (single and multistream), .MP4, .FLV+

Technical Specifications

Cross-platform solution


Centralized management


Ability to work with various options for video sources


Ability to process statistical data and generate reports 

Microsoft Power BI and others

Search (filterable) data


Filtering reports by time and date


Determining the crowd


Crowds Identification


Crowds fixation


Identification of different sizes of crowds from 2 people


Configuring analytics rules


The ability to receive reports by the hour, day, week, or month


Import and export support (EXCEL / PDF)


Minimum Software Requirements

Operating System - Ubuntu 18.04 or Windows 7 / Windows Server 2008 R2

Databases - MySQL 5.5 and newer, PostgreSQL 9.3 and newer, Oracle Express Edition 10g and newer, SQL Server Express Edition 2008 and newer

Minimum Hardware Requirements


Intel Core i5-8250U @ 1.60GHz and with higher performance




4 GB / day


Any from the list below or higher with better performance:

GTX 1660 6GB or

RTX 2060 SUPER 8GB or

RTX 2070 SUPER 8GB or

RTX 2080TI 11GB or

RTX 3070 8GB or

RTX 3080 10GB or

RTX 3090 24GB


5 Mb/s per 1 video analytic or higher* for example, if the network connection is 100 Mb/s, not more than 20 analytics may work

properly at the same time (5 Mb/s * 20 = 100 Mb/s)

Response time(local network)

200 ms or faster

Security Features

Restricting access to a specific user group using access rights


Business logic system


Encryption of information with dynamic keys that change with

each launch of the module


NVIDIA CUDA Technology Support


Integration with various VMS: Milestone XProtect, Nx Meta, Luxriot Evo


Plugin availability: Milestone XProtect, Nx Meta, Luxriot Evo


Personal data protection


Support for various interface languages: English, Ukrainian, Russian, Arabic


Combination with analyzed data from external sources (ERP)


Alarms and Events

Crowd Detection alarm


Software Licenses

The license model works per channel (on-premise or perpetual).





Incoresoft VEZHA Crowd Detection


Image Characteristics

  • Image quality must be at least average
  • There should be no significant compression artifacts
  • Image resolution should be HD or FullHD format or higher with an aspect ratio equals 16:9
  • Minimum size of people - 40x30 pixels