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AI Video Analytics Box - one edge box, 40+ algorithms

XCAN XCORE is an edge AI box that turns the CCTV cameras you already own into intelligent sensors. Run 40+ video analytics algorithms - face recognition, people counting, PPE compliance, intrusion, ANPR, fire and smoke - on 4 to 64 channels, re-checked by an embedded visual large model, on site, with no cloud dependency and no camera replacement.

4 - 64 channels40+ algorithmsVisual large model re-check5 W fanlessONVIF / RTSPWorks with existing cameras
Why edge AI

Why run video analytics on the edge, not in the cloud

A cloud AI service analyses video after it has been uploaded. An edge AI box analyses it while it is still happening - and keeps working when the internet does not.

Existing IP cameras streaming into an XCAN edge AI box and out to a monitoring screen
  • Decisions in under a second - inference runs on the device, so the alarm fires while the event is still happening, not minutes later.
  • Your bandwidth stays free - 16 cameras is roughly 60 Mbps of continuous video. Uploading everything to a cloud video analytics service is expensive and fragile; the box sends only the events that matter.
  • Privacy by architecture - faces and footage never leave the site. That is usually the reason a school, a hospital or a factory cannot use a cloud service at all.
  • Keeps running offline - local storage, local alarm logic and local face library mean a network outage does not blind the site.
  • Reuse the cameras you own - any ONVIF or RTSP camera can feed the box. No rip-and-replace, no new cabling, no re-commissioning of the whole system.
  • Every alarm is verifiable - each event carries a snapshot and a clip, so operators can confirm what happened instead of chasing false positives.
Why XCAN

Proven at hazardous sites, not only in the lab

300+Projects running in the field
1,000+Edge AI core boards shipped
5WFull-load draw, fanless 16-ch box
20+Algorithms per channel, C/C++ core
XCAN visual large model reviewing an alarm snapshot on the edge box
Visual large models

Not just detectors - a visual large model reviews every alarm

Classic detectors are fast but literal: they see a shape and fire. XCAN boxes also run an embedded visual large model that looks at the alarm snapshot and answers the question an operator would ask - is someone really fishing, fighting, smoking or climbing? The re-inspection runs locally on the NPU, so it adds judgment without adding latency or cloud cost.

  • Fewer false alarms - every detector hit can be re-checked by the large model before it reaches your operators.
  • New detections without retraining - describe what to watch for in plain language and orchestrate it as a rule; no dataset, no labelling, no model-training cycle.
  • RTX 3090-class inference at 5 W - the embedded NPU delivers comparable visual-model performance to a desktop GPU while drawing a fraction of the power, fanless.
  • Training stays on your site - an optional on-premise training server reads footage from the edge boxes and refines algorithms locally, so nothing sensitive leaves the network.
How it works

From existing cameras to live analytics in four steps

Most projects are commissioned in a single day, without touching the camera installation.

Connect

Point the cameras you already have at the AI box over ONVIF or RTSP, or bring analogue cameras in through your existing DVR encoder.

Assign algorithms

In the XCAN management console, drag an algorithm onto each channel, draw the detection zones and set the sensitivity. No code and no model training needed.

Verify and alert

The box triggers on-device alarms with a snapshot and a clip, and pushes them to your VMS, control room, email, app or third-party platform.

Scale up

Add boxes as the site grows. All models run the same software, so a 4-channel site and a 64-channel city project are managed from the same console.

Algorithm library

40+ video analytics algorithms on one box

Most AI boxes ship with a handful of detectors. The XCORE platform runs a library of 47 algorithms across five domains - and every box can run several of them on the same channel at the same time.

People & face

15 algorithms in this domain

Face recognition

Match people against an on-device face library for access control, VIP alerts and staff attendance.

Face attribute analysis

Estimate gender and age range for audience insight without storing identities.

Stranger / blacklist alert

Flag people who are not in the authorised list, or people who are.

Body detection & attributes

Detect people by body shape and clothing colour when faces are not visible.

People counting & flow

Count entries, exits and occupancy, and report the busiest hours per zone.

Crowd density estimation

Warn before a gathering becomes a safety risk in a mall, station or square.

Loitering detection

Alert when someone stays in a zone longer than the rule allows.

Intrusion detection

Detect a person entering a restricted area after hours or outside the schedule.

Fall detection

Raise an alarm when a person collapses, for elderly care and lone-worker areas.

Fight / violence detection

Detect aggressive movement patterns in corridors, platforms and public areas.

Leave-post detection

Alert when a guard or operator abandons their post beyond the allowed time.

Sleeping on duty

Detect staff asleep at a desk, in a booth or in a control room.

Phone usage detection

Flag phone use in areas where attention is safety-critical.

Smoking detection

Detect smoking in no-smoking zones such as warehouses and chemical plants.

Uniform / dress-code check

Verify that staff wear the required uniform before entering a production area.

Vehicles & traffic

8 algorithms in this domain

License plate recognition

Read and log plates for gate control, parking and stolen-vehicle checks.

Vehicle detection & counting

Count vehicles by type for traffic studies, logistics yards and toll lanes.

Vehicle blacklist / whitelist

Allow known vehicles and alert on everyone else, at the barrier.

Illegal parking detection

Detect vehicles stopped in fire lanes, bus stops and no-parking zones.

Wrong-way detection

Alert when a vehicle travels against the permitted direction.

Parking space occupancy

Know which bays are free without installing a sensor in every space.

Non-motor vehicle detection

Detect e-bikes and bicycles in areas reserved for pedestrians.

Traffic congestion detection

Measure queue length and slow-moving traffic on highways and access roads.

Workplace safety (PPE)

8 algorithms in this domain

Safety helmet detection

Verify helmets on construction sites, in plants and on loading docks.

Reflective vest detection

Check high-visibility clothing for night work and vehicle areas.

Safety harness detection

Confirm harness use on elevated work platforms and scaffolding.

Mask detection

Enforce mask rules in food processing, clean rooms and clinical areas.

Glove & hairnet detection

Hygiene compliance at the line entry of a food or pharma plant.

Fire / smoke detection

Detect flames and smoke visually, before a point detector reacts.

Restricted zone intrusion

Protect machine rooms, switchyards and hazardous process areas.

Machine guarding check

Detect hands or people inside the guard zone of running machinery.

Objects & environment

8 algorithms in this domain

Missing / lost item detection

Find a bag, a tool or a child that has been left behind in a public area.

Abandoned object detection

Alert on luggage or packages left unattended beyond a time threshold.

Garbage overflow detection

Dispatch cleaning only when a bin is actually full.

Littering / illegal dumping

Detect waste dumped in alleys, green belts and construction boundaries.

Floor spill / water detection

Detect leaks and wet floors before someone slips or machinery fails.

Fire exit blocked

Keep escape routes clear and prove it with time-stamped evidence.

Fire extinguisher missing

Detect when an extinguisher is removed from its designated position.

Material / stock detection

Check that the right materials are staged at the right workstation.

Scene-specific

8 algorithms in this domain

Chef uniform & bare-hand

Food-safety compliance in commercial and school kitchens.

Pest / rat detection

Spot rodent activity in storage and production areas at night.

Stove left unattended

Warn when a cooking station is left running with nobody present.

Reusable oil violation

Detect repeated use of cooking oil, a recurring inspection finding.

Anti-drowning detection

Detect a swimmer in distress in pools, reservoirs and water parks.

Riverbank / water edge intrusion

Alert when someone crosses into a dangerous waterside zone.

Livestock counting & behaviour

Count animals and detect abnormal behaviour in barns and feedlots.

Forest / rangeland smoke

Early visual smoke detection across wide outdoor areas.

Models

Compare the XCORE AI video analytics box range

One software platform, six channel models. Pick the model that matches your camera count today, and upgrade the box - not the cameras - when you grow.

ModelAI channelsComputeAlgorithmsStorageTypical deployment
XCORE-Mini4 x 1080p2 TOPS NPUup to 8 concurrentmicroSDA shop, one floor of offices or a single gate. PoE-powered, DIN-rail, fanless.
XCORE-44 x 1080p / 2 x 4MP4 TOPS NPUup to 12 concurrent1 x SATA, up to 8 TBA retail branch, a small office, a clinic or a filling station.
XCORE-88 x 1080p / 4 x 4MP8 TOPS NPUup to 16 concurrent1 x SATA, up to 16 TBA campus, a residential community, a hotel or a small factory.
XCORE-1616 x 1080p / 8 x 4MP16 TOPS NPUup to 24 concurrent2 x SATA, up to 32 TBA school, a hospital, a mid-size plant or a logistics warehouse.
XCORE-3232 x 1080p / 16 x 4MP32 TOPS NPUup to 32 concurrent4 x SATA, up to 64 TBAn industrial park, a port terminal, a large retail chain or a city district.
XCORE-6464 x 1080p / 32 x 4MP64 TOPS NPU + CPU cluster48 concurrent, full 40+ library8 x SATA, up to 128 TBA city project, an airport, a highway corridor or a multi-site group.

All models: ONVIF / RTSP input, H.264 and H.265 decoding, alarm I/O, RESTful Open API, CE and FCC documentation. Full interface and power specifications are on the product page.

Compatibility

It sits between the cameras you have and the software you use

The box is not a camera and not a cloud service. It is an appliance that reads your existing video streams, adds intelligence and forwards the results.

Your existing cameras

Any ONVIF or RTSP IP camera, 2MP to 8MP, H.264 or H.265. Analogue cameras come in through your existing DVR encoder.

XCAN edge AI box

Runs the algorithms on site, stores the evidence, applies the alarm rules and keeps a local face library.

Your VMS, cloud or control room

Live view and playback in XCAN VMS, or push events to a third-party platform over RESTful API, MQTT or webhook.

ONVIF Profile S / G / TRTSPH.264 / H.265MJPEG2MP - 8MPAnalogue via DVR / encoderPoERESTful Open APIMQTT pushWebhook
XCORE edge AI box family for video analytics, front and rear panels
No rip and replace

The cameras stay where they are

Deploying an AI video analytics box is an addition, not a migration. The cameras, cabling and recorder stay exactly as they are - the box reads the same streams and adds a layer of intelligence on top. That keeps the project cost low and the installation to a single day in most cases.

  • No camera replacement - your existing ONVIF or RTSP cameras are re-pointed to the box in the management console.
  • No new cabling - the box sits on the same LAN as the cameras or the recorder.
  • No recorder to throw away - run the box alongside your NVR and keep recording as you do today.
Deployment modes

Three ways to deploy it

The same appliance, sized and licensed for a single building or for a nationwide rollout.

Standalone

One box at one site. Local storage, local alarm logic and a local face library, with no server, no cloud account and no subscription. The fastest route for a single building, shop, clinic or gate.

Central VMS or cloud

Many boxes under one console. Live view, playback, event centre, face library, attendance and reports across every site, with optional cloud backup and central firmware management.

OEM / ODM

Ship the appliance under your own brand with your logo, packaging and boot screen, and commission a custom algorithm trained on your own footage when the library does not cover your case.

Solution showcase

Solution blueprints by industry

Thirty ready-made blueprints - each one maps a real site to the algorithms it needs, the hardware to size and the alarm rules that work. Filter by domain and open the one closest to your project.

Security & Community

Park & Community AI Security

Turn every existing camera in your park or residential community into an always-on inspector for people, vehicles and incidents.

Face RecognitionStranger / Blacklist AlertLicense Plate Recognition
View solution
Security & Community

Smart Campus & Education Safety

Give schools and universities intelligent gate control, perimeter protection and behaviour alerts while keeping student privacy controlled.

Face RecognitionStranger / Blacklist AlertIntrusion Detection
View solution
Security & Community

Smart Office & Building

Multi-tenant buildings get touch-free access, lift control and workplace analytics on one edge platform.

Face RecognitionFace Attribute AnalysisPeople Counting & Flow
View solution
Security & Community

Smart Hospital Security

Protect patients, staff and restricted medical areas with intelligent monitoring that runs quietly in the background.

Face RecognitionIntrusion DetectionFight / Violence Detection
View solution
Security & Community

AI Perimeter Intrusion Protection

Replace false-alarm-prone motion detection with AI intrusion analysis along fences, walls and open boundaries.

Intrusion DetectionLoitering DetectionVehicle Detection & Counting
View solution
Security & Community

Smart Bank Branch Security

Protect branches, ATMs and vaults with intelligent monitoring wired into your alarm centre and access control.

Face RecognitionStranger / Blacklist AlertIntrusion Detection
View solution
Security & Community

Correctional & Detention Facility Safety

Continuous supervision of cells, corridors and perimeters with behaviour alarms that help staff intervene before an incident escalates.

Fight / Violence DetectionFall DetectionIntrusion Detection
View solution
Security & Community

Smart Elderly Care Monitoring

Non-intrusive fall detection, wandering alerts and night-time safety monitoring for nursing homes and assisted living.

Fall DetectionIntrusion DetectionLoitering Detection
View solution
Industrial Safety

Smart Construction Site Safety

PPE compliance, danger-zone control and worker attendance on every camera, with offline operation for remote sites.

Safety Helmet DetectionReflective Vest DetectionSafety Harness Detection
View solution
Industrial Safety

Smart Factory Safety & Efficiency

Machine-zone protection, PPE compliance and production-area monitoring that plugs into an existing plant CCTV system.

Restricted Zone IntrusionMachine Guarding CheckSafety Helmet Detection
View solution
Industrial Safety

Power Plant & Substation Safety

Unattended substations, thermal power plants and new-energy sites monitored for intrusion, fire and operational discipline.

Intrusion DetectionRestricted Zone IntrusionFire / Smoke Detection
View solution
Industrial Safety

Chemical Park Safety

Strict zone control, PPE enforcement and early fire/smoke detection for chemical plants and hazardous-material warehouses.

Restricted Zone IntrusionFire / Smoke DetectionSafety Helmet Detection
View solution
Industrial Safety

Mining & Tunnel Safety

Personnel tracking, restricted-area control and equipment monitoring in harsh underground and tunnel environments.

Face RecognitionRestricted Zone IntrusionSafety Helmet Detection
View solution
Industrial Safety

Smart Gas Station Safety

Enforce the no-smoking and no-phone rules that decide whether a forecourt is safe, and protect the shop and cash area after dark.

Smoking DetectionPhone Usage DetectionFire / Smoke Detection
View solution
Food Safety

Transparent Kitchen Monitoring

Show regulators and customers that your kitchen follows the rules - automatically, across every site.

Chef Uniform & Bare-HandMask DetectionGlove & Hairnet Detection
View solution
Food Safety

School Canteen Supervision

Protect students with automatic kitchen-hygiene monitoring and a live view parents can trust.

Chef Uniform & Bare-HandMask DetectionGlove & Hairnet Detection
View solution
Food Safety

Central Kitchen & Food Factory Hygiene

Keep every production line hygienic, from raw-material intake to packing, with automated hygiene and pest control.

Glove & Hairnet DetectionMask DetectionChef Uniform & Bare-Hand
View solution
Retail & Commercial

Smart Retail & Chain Store

Know your real customer traffic, protect your stock and keep every store consistent - from one dashboard.

People Counting & FlowLoitering DetectionMissing / Lost Item Detection
View solution
Retail & Commercial

Shopping Mall & Commercial Complex

Measure tenant traffic, manage crowds and secure a complex that never closes - all on one platform.

People Counting & FlowCrowd Density EstimationLicense Plate Recognition
View solution
Retail & Commercial

Smart Hotel

Frictionless check-in, guest safety and back-of-house discipline without intruding on the guest experience.

Face RecognitionAnti-Drowning DetectionFall Detection
View solution
Transport & Logistics

Smart Highway & Toll Station

Free-flow vehicle recognition, traffic incident detection and roadside safety monitoring.

License Plate RecognitionVehicle Detection & CountingWrong-Way Detection
View solution
Transport & Logistics

Smart Parking Management

Touch-free entry, real-time space availability and automatic enforcement for surface and multi-level car parks.

License Plate RecognitionParking Space OccupancyVehicle Blacklist / Whitelist
View solution
Transport & Logistics

Smart Logistics & Warehouse

Secure high-value goods, verify loading operations and monitor safety across warehouses and distribution centres.

Missing / Lost Item DetectionRestricted Zone IntrusionVehicle Detection & Counting
View solution
Transport & Logistics

Smart Port & Terminal Safety

Container yards, quayside and gate operations monitored for vehicle flow, restricted-area breaches and PPE compliance.

License Plate RecognitionVehicle Detection & CountingRestricted Zone Intrusion
View solution
Transport & Logistics

Smart Airport & Aviation Security

Perimeter protection, terminal flow analytics and restricted-area control that complement your existing aviation security systems.

Intrusion DetectionPeople Counting & FlowCrowd Density Estimation
View solution
City & Environment

Smart City Management

Automate the detection of urban violations so limited enforcement staff are sent exactly where they are needed.

Littering / Illegal DumpingGarbage Overflow DetectionIllegal Parking Detection
View solution
City & Environment

Water Safety & Anti-Drowning

Guard rivers, reservoirs, canals and pools with AI that reacts when a person enters danger.

Anti-Drowning DetectionRiverbank / Water Edge IntrusionIntrusion Detection
View solution
City & Environment

Smart Agriculture & Farm Security

Protect crops, livestock and equipment with AI monitoring built for remote rural sites.

Intrusion DetectionVehicle Detection & CountingLivestock Counting & Behaviour
View solution
City & Environment

Forest & Rangeland Fire Prevention

Detect smoke plumes in their first minutes across forests, grasslands and protected areas.

Forest / Rangeland SmokeFire / Smoke DetectionIntrusion Detection
View solution
City & Environment

Smart Scenic Area Management

Know visitor numbers in real time, keep fragile zones protected and respond quickly when a visitor is in trouble.

People Counting & FlowCrowd Density EstimationIntrusion Detection
View solution
47Algorithms in the library
4 - 64AI channel models
30+Industry solution blueprints
24/7Edge operation, offline capable
Why XCAN

A recognised vendor in the edge AI box category

XCAN AI (Shenzhen X-CAN) was founded in 2022 by a core team with 15+ years in AI video IoT, and developed the XCAN edge computing system together with the China Academy of Safety Science and Technology. More than 300 projects are running today across petrochemical parks, mines, gas stations, schools, hospitals, prisons and residential communities - over 1,000 edge AI core boards have shipped, and the product line scales from 4-channel boxes to 352-channel edge servers. OEM partners distribute the same platform under their own brands.

  • Listed in independent market research - PW Consulting's AI Video Analytics Boxes Market report (2026) names XCAN AI among the representative vendors in the edge AI box segment, alongside vendors deployed at China Energy Group chemical plants and China Railway Group mines.
  • One platform, every model - the 4-channel box and the 64-channel box run the same software, so a pilot extends to a rollout without a new learning curve.
  • Custom algorithms on request - an on-premise training server refines algorithms on your own footage without any data leaving the site; send sample clips and we will tell you within days whether your detection case is trainable.
  • Compliance documentation - CE and FCC EMC and safety files, plus RoHS and REACH material declarations for the target market.
XCAN video analytics console showing live camera view and event statistics
FAQ

AI video analytics box: common questions

The questions engineers and integrators ask us before a first order.

What is an AI video analytics box?

An AI video analytics box is an appliance that sits next to your network video recorder or switch, reads the video streams from your existing cameras and runs computer-vision algorithms on them - face recognition, people counting, intrusion, PPE checks, ANPR and so on. It is not a camera and it is not a cloud account: it is a small computer with an AI accelerator that adds intelligence to the CCTV system you already have, and it pushes the resulting alarms to your VMS or control room.

Do I have to replace my existing cameras?

No. Any ONVIF or RTSP camera will work, at 2MP to 8MP and in H.264 or H.265. Analogue cameras can be brought in through your existing DVR or encoder. In a typical project we change nothing on the camera side - we add the box, re-point the streams in the console and start assigning algorithms.

How many cameras can one box handle?

From 4 to 64 channels on the same platform. As a rule of thumb, use one channel per camera stream and choose the model by camera count: XCORE-4 for up to 4 cameras, XCORE-8 for 8, XCORE-16 for 16, and so on up to XCORE-64. If you plan to run several algorithms on the same channel, or to record all channels at 4MP continuously, tell us and we will size the box with headroom.

How much power does an AI video analytics box use?

Far less than a GPU server. The 16-channel edge box draws about 5 W at full load with a completely fanless design, and the larger 96-channel edge server stays under 100 W. That typically saves over 3,000 RMB in electricity per box per year compared with a GPU-based PC, and it means the box can live inside a cabinet in a dusty or remote site without fans to clog or filters to clean.

What is the difference between an AI box and an AI NVR?

An AI NVR is a recorder with some detectors built in, so you are tied to that vendor's cameras, firmware and algorithm list. An edge AI box is an open analytics layer: it takes the cameras you already own, can run dozens of algorithms simultaneously, and pushes events to whatever VMS or platform you use. Many customers run the box alongside their existing NVR instead of replacing it.

Does it need the internet or a cloud subscription?

No. All inference runs on the device and the alarms are generated locally, so the box keeps working with no internet connection at all. The face library, detection rules and recorded evidence are stored on the box. Cloud or central VMS is optional and is normally used only to manage many sites from one console.

How much does an AI video analytics box cost?

Price depends on the channel model and the software bundle rather than on an annual licence - there is no per-camera subscription. Smaller models are the entry point for a single site; the higher channel models cost more but replace several smaller boxes. Send us your camera count and the algorithms you need and we will come back with a configuration and a quotation rather than a list price.

Can you run a demo on our own footage?

Yes, and we prefer it. Send a sample clip or camera stream plus the behaviour you want to detect, and we will run it through the box and return the annotated result. It is the fastest way to confirm accuracy before an order, and it is free.

Do you support OEM, ODM and custom algorithms?

Yes. We supply the appliance under your brand with your logo, packaging and boot screen, and we develop custom detection models - sample collection, training, validation and edge deployment - when your scenario is not covered by the existing library of 47 algorithms.

Send us your camera list - we will size the AI box for you.

Tell us how many cameras you have, where they point and what you want to detect. Our engineers reply with a channel-by-channel algorithm plan and a recommended XCORE model, free of charge.