Computer Vision Services

    See everything. Miss nothing.

    Turn any camera into an intelligent sensor. PPE compliance, defect detection, people analytics, ANPR β€” deployed in weeks, not quarters, with alerts wired into the tools your team already uses.

    30+ FPS real-time GDPR-ready On-prem option
    Computer vision detecting PPE compliance

    Vision, applied where it matters

    One platform, thirteen production-ready use cases β€” and custom models for anything else.

    PPE & Construction Safety

    Detect helmets, vests, gloves, harnesses. Instant Slack/Teams/WhatsApp alerts on violations. Zone intrusion & fall detection.

    Manufacturing Defect Detection

    Sub-millimeter visual QA on production lines. Scratch, dent, misalignment and assembly-error detection.

    Retail Shelf & Planogram

    Shelf compliance, stock-outs, price-tag verification, queue analytics and dwell-time heatmaps.

    Logistics & Warehousing

    Pallet counting, barcode/QR, package damage, loading-dock automation, forklift safety zones.

    Healthcare Imaging Assist

    Triage support, PPE compliance in wards, medication verification, patient-fall detection.

    Kitchen Hygiene & HACCP

    Hairnet/glove compliance, handwashing, cross-contamination alerts, wrong tools near food, cleaning rounds β€” audit-ready proof every shift.

    People Counting & Analytics

    Footfall, occupancy, queue length, demographic segmentation β€” GDPR-compliant, no face storage.

    ANPR & Vehicle Recognition

    License-plate recognition, vehicle classification, parking automation, gate control.

    Road & Pavement Condition

    Dash-cam or fixed-camera monitoring that flags cracks, potholes and road-edge breakage, logged with location and snapshot for repair planning.

    Night Perimeter Security

    After-hours presence detection on fences, gates and yards using existing IR/low-light CCTV. Flags a person in a marked zone, ignores animals and vehicles.

    Retail Footfall & Attention

    Anonymous shopper tracking across existing cameras: dwell-time heatmaps on displays, path flow, queue counts β€” no face recognition, no identity.

    PCB Inspection & Automated Test

    Camera flags visible faults (bridges, missing or tilted parts, cold joints) while a connected tester checks power, voltages and firmware. One combined fault report per board, pass/fail sorting by Cobot. Coverage stated per board β€” technician does the repair.

    New Β· HACCP & Kitchen Hygiene

    Prove hygiene procedures are followed, every shift

    PPE, handwashing, wrong tools near food, raw/cooked crossings and cleaning rounds β€” for central kitchens, food factories and canteens.

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    Road & Pavement Condition

    Survey the road while you drive it

    A camera on the windscreen or a fixed pole watches the road surface and flags cracks, potholes and edge breakage as they pass. Every finding is logged with time, location and a snapshot, so maintenance teams inspect a ranked list instead of driving the network twice.

    • Runs from dash-cams on vehicles you already operate β€” no survey van
    • Each finding stored with GPS, timestamp and image for the work order
    • Findings are flagged for engineer review, not auto-measured
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    Road surface with AI overlay marking a crack and a pothole
    Night Perimeter Security

    A guard on every camera, all night

    Existing IR and low-light cameras become an active perimeter. Draw a zone on the fence line, the gate or the yard, and the system raises an alert the moment a person enters it β€” while ignoring animals, moving vegetation and passing vehicles that trigger ordinary motion alarms.

    • Zone-based person detection on the cameras already installed
    • Alerts to the guard room, Slack, Teams, WhatsApp or your VMS
    • Presence only β€” no face recognition, no identity, no face storage
    Book a demo
    Night-time yard camera with AI overlay marking a person inside a restricted zone
    Retail Footfall & Attention

    See what actually catches shoppers' attention

    Existing in-store cameras become an anonymous measurement layer. Shoppers are tracked as points, not people: the system builds dwell-time heatmaps over displays and aisles, traces path flow through the store, and counts queues β€” so layout, staffing and merchandising decisions run on evidence instead of gut feel.

    • Dwell-time heatmaps per display, shelf zone and aisle
    • Path-flow and queue-length analytics across cameras you already own
    • Fully anonymous β€” no face recognition, no identity, no face storage
    Book a demo
    Retail store floor with AI overlay showing dwell-time heatmaps and anonymous shopper paths
    People Density & Occupancy

    Know how busy your space is, right now

    Existing cameras become a live occupancy layer. Every person is counted as an anonymous point, a density heatmap shows where crowds form, and zone limits trigger an alert before a space gets too full β€” for offices, venues, retail floors and public areas.

    • Live people count and per-zone occupancy on cameras you already have
    • Density heatmap over the floor plan β€” see congestion as it builds
    • Runs on a small edge computer on site β€” video never leaves your premises
    Book a demo
    Office lobby camera view with AI overlay counting people and showing a crowd-density heatmap
    Visual AI Agent

    Ask your cameras what happened

    When an on-site rule trips β€” a zone gets too full, something is left behind, someone may be down β€” a vision model checks the snapshot before anyone is alerted. Every event becomes searchable in plain language, and shift reports write themselves.

    • Search events in plain words: β€œcrowding near the door yesterday afternoon”
    • AI-verified alerts to WhatsApp β€” unconfirmed events are logged, not pushed
    • One-click shift and daily reports; no face recognition, snapshots auto-deleted after 30 days
    Book a demo
    Factory line camera view with an event timeline of AI-verified alerts and a search bar

    How it works

    From camera to action in four steps.

    01

    Capture

    Connect existing cameras via RTSP/ONVIF or deploy new ones. Zero infrastructure changes.

    02

    Detect

    Custom-trained models run on-prem or in the cloud β€” sub-100ms inference.

    03

    Decide

    Rule engine turns detections into actionable events (violations, defects, counts).

    04

    Alert & Integrate

    Push to Slack, Teams, WhatsApp, ERP, or your dashboard in real time.

    Built on a serious stack

    Modern vision models, deployed pragmatically.

    Custom-trained models

    YOLOv8/v11, RT-DETR, SAM 2 β€” fine-tuned on your data.

    Any camera

    RTSP, ONVIF, USB, IP β€” retrofit existing CCTV, no rip-and-replace.

    Edge or Cloud

    NVIDIA Jetson, Raspberry Pi 5, or cloud GPU β€” 30+ FPS real-time.

    Alerts & webhooks

    Slack, Teams, WhatsApp, email, SMS, ERP/SCADA webhooks, REST API.

    SMERT AI Vision System

    Industrial-Grade Computer Vision

    Integrated AI vision solution powering precision automation with Β±0.1mm accuracy

    Β±0.1mm
    2D Positioning Accuracy
    3072 Γ— 2048 px
    Camera Resolution
    IP54
    Protection Rating
    CE Certified
    Certification

    24 Vision Features

    Mark Detection
    Barcode/QR
    Color Detection
    Edge Fitting
    Object Detection
    Circle Fitting
    Contour
    Region Match
    Edge Counting
    Blob Detection
    Distance Check
    Angle Check
    Straight Edge
    Line-Line Intersect
    Multi-Capture
    Multi-Model Detect
    Height Detection
    Pattern Matching
    Deformation Match
    Line-Circle Intersect
    Circle-Circle Intersect
    Deep Learning
    OCR
    Classification

    AI-Powered Capabilities

    Object Detection
    Real-time identification and tracking
    OCR Recognition
    Text extraction from any surface
    Classification
    Multi-category sorting and analysis
    Pattern Matching
    Precision deformation detection
    Internal Wiring
    Clean integration with robotic arm
    Rapid Calibration
    Quick setup and deployment
    No-Code Interface
    Drag-and-teach programming

    Simple, scoped pricing

    Start with a pilot. Scale when it works.

    Pilot
    from $4,900

    One use-case, one location. 4-week deployment. Custom model training included.

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    Production
    from $2,400/mo

    Multi-camera, multi-site. SLA-backed. Continuous model improvement.

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    Enterprise
    Custom

    On-prem, air-gapped or hybrid. Multi-tenant, white-label, dedicated support.

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    GDPR & CCPA ready
    SOC2 aligned pipeline
    No face storage by default
    On-prem / air-gapped option

    Start Your AI Journey

    Tell us about your business and let our experts craft the perfect AI solution for you.

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