i-PRO AI Applications

Enhance your i-PRO network camera capabilities with a variety of AI applications, all available at no additional cost. These edge devices handle advanced detection processes, reducing the need for expensive server hardware.

AI Video Motion Detection (AI-VMD)

AI-VMD differentiates between vehicles, motorcycles, bicycles, people, and objects through on-site learning. It detects and sends warning notifications when targets enter a specified area and can count line crossings.

Detection Types:

AI On-site Learning

Enhance AI analysis by adding target objects and improving accuracy. Customize object detection using on-site camera footage. This process helps reduce missed/false alarms by training on past footage.

AI On-site Learning Specifications
Feature Details
Supported cameras WV-X15xxx, WV-X22xxx, WV-X25xxx (New X series Cameras)
SD card Note: To be used with AI-VMD
No. of learning images required 10-200 images
No. of target to be added Up to 5 targets (Additional targets can be detected simultaneously)

Note: Learning process requires image collection and manual operations. Detection performance depends on learning results and environment. Use the latest i-PRO configuration tool (iCT) for configuration.

AI Privacy Guard

Automatically applies a mosaic to faces and figures of people captured by the camera to protect privacy and portrait rights.

AI Privacy Guard Examples:

Factory: Original image vs. Processed image

Retail Stores: Original image vs. Processed image

AI Privacy Guard Details
Feature Details
Privacy Guard target Face, Human, Except face, Except human, All (Firmware released Feb 2024 or later for some options)
Stream Stream(1), Stream(2), Stream(3), Stream(4), Stream(2)&(4)
Masking method Blurring, Filling

AI Sound Classification

Detects and identifies sounds such as gunshot, yell, vehicle horn, and glass break, sending a warning notification accordingly.

AI Sound Classification
Sound Type Classification Condition
Gunshot Target sound is 6 dB louder than crowd. Target sound continues more than a second (except for gunshot).
Yell
Vehicle horn
Glass break

AI Face Detection

Utilizes i-PRO network camera AI engine and i-PRO Active Guard for real-time face recognition without an expensive server. Offers accurate face detection, effective in low lighting, backlit environments, or for faces obscured by masks.

AI Face Detection Specifications
Feature Details
Range of angle Horizontal: 0° - 45°, Vertical: 0° - 30°
Detection number at the same time Max. 8 faces
Size of face image Min. size: width 30 pixel; Recommend: 60 pixel
Min. illumination level 100 lux
Max. number of cameras 20 (with VMS server PC), 60 (with dedicated server PC)
Max. number of watchlist 1,000 faces
Recommended model WV-S1136, WV-S1536LTN, WV-S2536LTN

AI People Detection

Extracts and classifies human face and clothing characteristics (gender, age, clothing color) for easy searching. Supports various attributes for detailed filtering.

AI People Detection Attributes
Attribute Values
Gender Male / Female
Age Child (0-10), Young Adult (11-20), Adult (21-60), Senior (61+)
Mask Mask / No Mask
Hair type Long hair / Short hair
Hair color Black / Brown / White / Gray / Gold
Hat Hat / No Hat
Sunglasses Sunglasses / No Sunglasses
Beard Beard / No Beard
Top type Long sleeves / Short sleeves
Top color Black / Brown / White / Gray / Green / Red / Blue / Yellow / Orange / Purple / Pink
Bottom type Long / Short
Bottom color Black / Brown / White / Gray / Green / Red / Blue / Yellow / Orange / Purple / Pink
Bag Bag / No Bag
Bag color Black / Brown / White / Green / Red / Blue / Yellow / Orange / Purple / Pink
Shoes color Black / Brown / White / Green / Red / Blue / Yellow / Orange / Purple / Pink
AI People Detection Conditions
Feature Details
Range of angle Vertical: 0° to 45°
Detection number at the same time Max. 20 people
Size of people image Min. size: width 60 pixel; Recommended size: width 100 pixel
Min. illumination level Min. illumination level: 10 lux; Recommended illumination level: 50 lux
Mask Area (non-detection area) Max. 8 areas (polygonal) can be set

AI Vehicle Detection

Extracts and classifies vehicle characteristics (type and color) for easy searching.

AI Vehicle Detection Types
Vehicle Type Vehicle Color
Truck, Bus, SUV, Van, Sedan, Pickup Truck, Two-Wheel Black, Brown, White, Gray, Red, Blue, Yellow, Green, Purple, Pink
AI Vehicle Detection Conditions
Feature Details
Range of angle Vertical: 0° to 90°
Detection number at the same time Max. 20 vehicles
Size of vehicle image Min. size: 70 pixel (shorter axis); Recommended size: 112 pixel (shorter axis)
Min. illumination level 5 lux
Mask Area (non-detection area) Max. 8 areas (polygonal) can be set

AI Occupancy Detection

Counts the number of objects in a specified area and issues an alarm when the number exceeds a threshold. Information can be output via HTTP or MQTT.

AI Occupancy Detection Specifications
Feature Details
Size of people image Min. size: width 64 pixel (S series 2MP model)
Detectable angle of view Vertical: 0° to 45°
Detection object People / Vehicles / Bicycles / Objects detected by AI on-site learning
Max. number to detect at the same time People / Vehicles / Bicycles: Max. 40 objects; Objects detected by AI on-site learning: Max. 20 objects
Detection Area Max. 4 areas (polygonal)
Number of objects to detect 1 to 40 objects/area
Detection time 0.1 to 3,600 sec/area
Recommended location to install People: Indoor; Vehicles / Bicycles / Objects: Indoor/Outdoor
Min. illuminance 50 lux

AI Scene Change Detection

Defines and learns normal scenes to output an alarm when an abnormality is detected.

Scene Change Detection Examples:

Left behind object: Notifies when a stationary object is left behind in an empty area.

Door movement: Notifies when a door is left open for a defined period.

Parking vacancy: Notifies when a previously occupied spot becomes vacant.

Out-of-stock product: Notifies when a shelf designated as 'full' becomes empty or low.

AI Scene Change Detection
Feature Details
Scene Change judgment method User trains the app with normal scenes; app monitors pixel change and issues alarm if threshold is exceeded.
Recommended location to install Indoor
SD Memory Card Required
Detection size 5% or more of the width of the angle of view
Detection Area Max. 16 areas (quadrilateral)
Detection time 2 to 3600 sec/area

AI Processing Relay

Adds AI functionality to existing cameras by processing data from other cameras using AI Extension Software and performing alarm reception and image search with i-PRO Active Guard.

AI Processing Relay Input
Feature WV-S71300-F3 (i-PRO Mini) WV-X15xxx, WV-X22xxx, WV-X25xxx (New X series Camera)
Input Up to 1 ch Up to 3 ch
No. of apps to be installed Up to 2 apps Up to 3 apps
Supported camera i-PRO camera, Other Company Camera i-PRO camera
Received Video format H.265, H.264, JPEG H.265, H.264, JPEG
Resolution Recommended: 2MP (1920x1080) or 1MP (1280x720); Max: 1920x1080; Min: 640x360 Recommended: 2MP (1920x1080) or 1MP (1280x720); Max: 1920x1080; Min: 640x360

Available AI apps: AI-VMD / AI People Detection / AI Vehicle Detection / AI Occupancy Detection / AI Scene Change Detection

Supported System: Video Insight / Genetec / Milestone / ASM300 / Luxriot with i-PRO Active Guard / Network Optix with i-PRO Advanced Object Search Plugin

Refer to accessory compatibility or technical information for more details. Note that AI analysis performance depends on image quality.

AI-VMD/AI People Counting for 360-degree fisheye camera

AI Video Motion Detection

People Counting

Heat map

Provides statistical information about traffic flow and counts people passing through and loitering.

Occupancy detection

Uses AI engine to detect congestion, providing data to direct visitor traffic flow or assist staff.

AI Privacy Guard for 360-degree fisheye camera

AI automatically mosaics faces and figures of people to safeguard privacy and portrait rights.

AI Privacy Guard Examples:

Original image vs. Processed image

i-PRO Active Guard

Stores best images and metadata from i-PRO network cameras, collates with watch lists, and issues alarms on matches. Advanced processing is handled by i-PRO network cameras, reducing server hardware requirements. The system includes i-PRO Active Guard, AI applications on cameras, and i-PRO Active Guard Plug-in software for VMS clients.

Example of a basic system connection:

EDGE ANALYTICS: Face, People, Vehicle, License Plate (LPR), 3rd party app, Non-AI Cameras feed into AI processing.

VMS server: VideoInsight, Genetec Security Center, Milestone, Luxriot, i-PRO Network Video Recorder (WV-ASM300).

i-PRO Active Guard server: Receives and stores metadata, provides search capabilities for events and objects.

i-PRO Active Guard Plug-in with VMS client: Enables object search (faces, people, vehicles), monitoring and searching events (AI-VMD, AI On-site learning, Scene change, occupancy, sounds, face matching).

VI mobile (Video Insight only): Receive notifications, search events and objects.

Web browser dashboard: Displays People counting, age and gender statistics, People and Vehicle attribute statistics, License plate counting, Heat map.

Extension software for Edge analytics, i-PRO Active Guard server, i-PRO Active Guard Plug-in, VI mobile, and dashboard are free of charge.

Specification Comparison

Specification Comparison for VMS Integration
Scale Video Insight system Genetec system Milestone system Luxriot WV-ASM300W
Supported camera i-PRO network camera with AI engine 1 to 300CH (dedicated server) / AI Face Detection up to 100 1 to 300CH (dedicated server) / AI Face Detection up to 100 1 to 300CH (dedicated server) / AI Face Detection up to 100 1 to 4CH (with WV-ASM300W) / AI Face Detection up to 4
Number of cameras 1 to 100 CH (AI Face Detection up to 60) 1 to 300CH (dedicated server) / AI Face Detection up to 60 1 to 300CH (dedicated server) / AI Face Detection up to 60 1 to 300CH (dedicated server) / AI Face Detection up to 60 1 to 4CH (with WV-ASM300W) / AI Face Detection up to 4 1 to 300CH (dedicated server) / AI Face Detection up to 60
Number of client No limitation (VMS dependent) 12 VI IP servers Management server required Luxriot Evo Server required 12 Network disk recorders
Number of Recording server No limitation (VMS dependent) 12 VI IP servers Management server required Luxriot Evo Server required 12 Network disk recorders
Number of server per a client No limitation No limitation Federated architecture not supported Federated architecture not supported 100
Supported AI applications AI Face Detection, AI People Detection, AI Vehicle Detection, AI-VMD / AI Sound Classification / AI Face Detection / AI People Detection / AI Vehicle Detection / AI Scene Change Detection / AI On-site Learning / AI Processing Relay / Vaxtor ALPR, ALPR MMC, OCR Genesis, OCR Container AI-VMD/AI People Counting for 360-degree fisheye camera, AI-VMD, AI Occupancy detection, AI On-site Learning, Vaxtor ALPR, AI Occupancy detection / AI On-site Learning / Vaxtor ALPR MMC AI Face Detection, AI People Detection, AI Vehicle Detection, AI-VMD/AI People Counting for 360-degree fisheye camera, AI-VMD, Vaxtor ALPR, Vaxtor ALPR MMC AI Face Detection, AI People Detection, AI Vehicle Detection, AI-VMD/AI People Counting for 360-degree fisheye camera, AI-VMD, Vaxtor ALPR, Vaxtor ALPR MMC AI Face Detection, AI People Detection, AI Vehicle Detection, AI-VMD/AI People Counting for 360-degree fisheye camera, AI-VMD, Vaxtor ALPR, Vaxtor ALPR MMC
Retention period Max. 31 days (face, people, vehicle) / Max. 92 days (people counting) Max. 397 days (Image, Alarm) and 732 days (Counting data) with SQL Server Standard upgrade Max. 397 days (Image, Alarm) and 732 days (Counting data) with SQL Server Standard upgrade Max. 397 days (Image, Alarm) and 732 days (Counting data) with SQL Server Standard upgrade Max. 397 days (Image, Alarm) and 732 days (Counting data) with SQL Server Standard upgrade
Post Search Filter People, Vehicle (attribute, region, date/time, camera, direction), Face (similar face, region, date/time, camera), LPR (number, country, type, color, brand, model, direction, date/time, camera), OCR (code, date/time, camera), Container (code, size, owner country/city/company, date/time, camera) People, Vehicle (attribute, region, date/time, camera, direction), Face (similar face, region, date/time, camera), LPR (number, country, type, color, brand, model, direction, date/time, camera), OCR (code, date/time, camera), Container (code, size, owner country/city/company, date/time, camera) People, Vehicle (attribute, region, date/time, camera, direction), Face (similar face, region, date/time, camera), LPR (number, country, type, color, brand, model, direction, date/time, camera), OCR (code, date/time, camera), Container (code, size, owner country/city/company, date/time, camera) People, Vehicle (attribute, region, date/time, camera, direction), Face (similar face, region, date/time, camera), LPR (number, country, type, color, brand, model, direction, date/time, camera), OCR (code, date/time, camera), Container (code, size, owner country/city/company, date/time, camera) People, Vehicle (attribute, region, date/time, camera, direction), Face (similar face, region, date/time, camera), LPR (number, country, type, color, brand, model, direction, date/time, camera), OCR (code, date/time, camera), Container (code, size, owner country/city/company, date/time, camera)
Similar search People and vehicle (by same attribute), Face (similar faces or region), LPR (license plate), OCR (OCR code) People and vehicle (by same attribute), Face (similar faces or region), LPR (license plate), OCR (OCR code) People and vehicle (by same attribute), Face (similar faces or region), LPR (license plate), OCR (OCR code) People and vehicle (by same attribute), Face (similar faces or region), LPR (license plate), OCR (OCR code) People and vehicle (by same attribute), Face (similar faces or region), LPR (license plate), OCR (OCR code)
Sort Descending, Ascending, Relevance. Timeline view (VI, Genetec, ASM300 only) Descending, Ascending, Relevance. Timeline view (VI, Genetec, ASM300 only) Descending, Ascending, Relevance. Timeline view (VI, Genetec, ASM300 only) Descending, Ascending, Relevance. Timeline view (VI, Genetec, ASM300 only) Descending, Ascending, Relevance. Timeline view (VI, Genetec, ASM300 only)
Alarm Watch list alarm, Detection alarm (AI-VMD, AI Sound Classification, AI Scene change detection, AI Occupancy detection) Watch list alarm, Detection alarm (AI-VMD, AI Sound Classification, AI Scene change detection, AI Occupancy detection) Watch list alarm, Detection alarm (AI-VMD, AI Sound Classification, AI Scene change detection, AI Occupancy detection) Watch list alarm, Detection alarm (AI-VMD, AI Sound Classification, AI Scene change detection, AI Occupancy detection) Watch list alarm, Detection alarm (AI-VMD, AI Sound Classification, AI Scene change detection, AI Occupancy detection)
Related function Show alarm on real-time, Alarm search, VMS's Rules configuration, Map overlay, Notification to mobile app, Manage alarm status Show alarm on real-time, Alarm search, VMS's Rules configuration, Map overlay, Notification to mobile app, Manage alarm status Show alarm on real-time, Alarm search, VMS's Rules configuration, Map overlay, Notification to mobile app, Manage alarm status Show alarm on real-time, Alarm search, VMS's Rules configuration, Map overlay, Notification to mobile app, Manage alarm status Show alarm on real-time, Alarm search, VMS's Rules configuration, Map overlay, Notification to mobile app, Manage alarm status
Playback/ Export Playback video around best shot, Export video, Save best shot image, Export search result (HTML, CSV) Playback video around best shot, Export video, Save best shot image, Export search result (HTML, CSV) Playback video around best shot, Export video, Save best shot image, Export search result (HTML, CSV) Playback video around best shot, Export video, Save best shot image, Export search result (HTML, CSV) Playback video around best shot, Export video, Save best shot image, Export search result (HTML, CSV)
Dashboard Supported browsers: Edge, Chrome, Firefox. Customize chart content, size, location. Save layouts. Basic display color theme. Line chart type. Alarm destination. Supported browsers: Edge, Chrome, Firefox. Customize chart content, size, location. Save layouts. Basic display color theme. Line chart type. Alarm destination. Supported browsers: Edge, Chrome, Firefox. Customize chart content, size, location. Save layouts. Basic display color theme. Line chart type. Alarm destination. Supported browsers: Edge, Chrome, Firefox. Customize chart content, size, location. Save layouts. Basic display color theme. Line chart type. Alarm destination. Supported browsers: Edge, Chrome, Firefox. Customize chart content, size, location. Save layouts. Basic display color theme. Line chart type. Alarm destination.

System Requirement

System Requirement for i-PRO Active Guard
Component VMS WV-ASM300
i-PRO Active Guard server installed in dedicated server Up to 100 cameras (AI Face Detection up to 60) Up to 4 cameras
i-PRO Active Guard server installed with VMS server Up to 300 cameras (AI Face Detection up to 60) N/A
VMS For 1-100 cameras: Intel® Core™ i7-9700 (4.9 GHz, 8 core) or better, 32 GB RAM, 64-bit OS (Windows 10/11 Pro/Enterprise/Education/IoT, Server 2016/2019/2022 Standard/Datacenter), GbE network interface card.
For 101-300 cameras: Intel® Xeon® Silver 4208 2.1 GHz (8 core) or better, 32 GB RAM, 64-bit OS (Windows Server 2016/2019/2022 Standard/Datacenter), GbE network interface card.
For 1-4 cameras: Intel® Core™ i7-10700 (4.8 GHz, 8 core) or better, 16 GB RAM, 64-bit OS (Windows 10 Pro v20H2+, Windows 11), GbE network interface card, NVIDIA Quadro P1000/T1000 graphics.

Note: i-PRO Active Guard server can run on Microsoft® Hyper-V with Windows Server 2022 and VMware® ESXi 7.0 Update 3. Consider sufficient CPU, memory, and network allocation for virtual platforms.

Trademarks and registered trademarks

All other trademarks identified herein are the property of their respective owners.

Important

Safety Precautions: Carefully read the Basic Information, Installation Guide and Operating Instructions before using this product.

i-PRO Co., Ltd. cannot be held responsible for the performance of the network and/or other manufacturers' products used on the network. When monitoring remotely, please pay attention to the network design. For details, please contact your local i-PRO sales representatives.

All images are for illustrative purposes only. Specifications are subject to change without notice.

Models: WV-X15xxx, WV-X22xxx, WV-X25xxx, WV-S1136, WV-S1536LTN, WV-S2536LTN, WV-X22xxx 360 Degree Fisheye Camera, WV-X22xxx, 360 Degree Fisheye Camera, Fisheye Camera, Camera

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