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Computer Vision Solutions

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Computer Vision Solutions - Systems That See and Act

Cameras everywhere, insight nowhere - until vision AI watches for you. Our computer vision solutions turn video and images into detection, counting, inspection, and alerts that operate around the clock.

From smart CCTV analytics and license plate recognition to defect inspection and document OCR, we build vision systems on your existing cameras where possible - practical AI over showcase AI.

  • Works with existing CCTV where possible
  • Detection, counting & recognition
  • Quality inspection automation
  • Real-time alerts & dashboards
Computer Vision Solutions - Systems That See and Act

What Our Computer Vision Services Include

Smart CCTV Analytics

Person/vehicle detection, intrusion zones, and behavior alerts on your cameras.

License Plate Recognition

Vehicle logging and gate automation for parking, fleets, and facilities.

People Counting & Flow

Footfall, queues, and occupancy measured for operations and marketing.

Quality Inspection

Products and processes checked visually with tireless consistency.

OCR & Document Vision

Printed and handwritten documents digitized into structured data.

Alerting & Integration

Events flowing into dashboards, WhatsApp alerts, and your systems.

Our Process - Simple, Transparent, Proven

Use-Case Discovery

We identify where AI genuinely saves money or creates revenue in your business - and where it does not.

Data & Feasibility

Your data, systems, and constraints are assessed to pick the right approach and models.

Prototype & Validate

A working proof-of-concept measured against real business metrics before full investment.

Build & Integrate

Production-grade AI integrated into your existing tools, workflows, and applications.

Monitor & Improve

Models and automations are monitored, retrained, and refined as your data evolves.

Why Choose Sambara Technologies?

Business-First AI

We start from ROI, not hype. If a simple script beats a model, we will tell you.

Modern AI Stack

GPT-class LLMs, open-source models, and classic ML - chosen per problem, not per fashion.

Practical Integration

AI that plugs into the tools you already use - websites, CRMs, ERPs, and messaging apps.

Data Privacy Aware

Architectures that respect your data ownership, compliance needs, and customer privacy.

Affordable Entry

Start with a focused pilot from Kathmandu at a fraction of Western agency rates.

Ongoing Model Care

AI is not fire-and-forget. We monitor, retrain, and tune so quality never silently degrades.

Technologies & Tools We Work With

YOLOOpenCVPyTorchTensorFlowTesseractNVIDIA JetsonRTSP/ONVIFEdge inference

Where We Deliver This Service

Computer Vision services are available across Nepal - with on-the-ground support in these cities - and remotely for clients worldwide. Explore more AI Services services or talk to our team about your project.

KathmanduLalitpurBhaktapurPokharaBiratnagarBharatpurBirgunjButwalDharanHetaudaJanakpurNepalgunjItahariDhangadhiSiddharthanagarBirtamod🌍 Worldwide (Remote)

Frequently Asked Questions

Can vision AI really work with our existing CCTV cameras?

Usually yes - modern detection models run on standard RTSP streams from typical IP cameras; we assess resolution, angles, and lighting per use case, and only recommend camera changes where physics genuinely demands (severe backlight, extreme distance). Reusing infrastructure keeps projects affordable.

What accuracy should we expect from detection systems?

Use-case dependent, and we benchmark honestly on your footage before full deployment: controlled scenes (gates, production lines) reach very high accuracy; crowded, variable scenes trade some precision for coverage. Alert thresholds are tuned against your false-positive tolerance - an alarm nobody trusts is worse than none.

Does video need to go to the cloud for processing?

No - edge processing is our default for CCTV analytics: inference runs on-premise (GPU box or Jetson-class devices), so footage stays local, bandwidth stays free, and alerts stay fast. Cloud enters only for aggregated dashboards or where you choose it.

Can vision systems automate our factory quality inspection?

For visually detectable defects - surface flaws, missing components, fill levels, label placement - yes, with consistency human inspectors cannot sustain across shifts. We pilot on your defect samples first; the pilot tells both of us whether accuracy meets your bar before real investment.

What about privacy concerns with employee-facing cameras?

Designed in: analytics can operate on counts and events without identity, faces can be blurred at ingestion, retention policies enforced, and deployment scoped transparently with staff. Surveillance culture is a choice, not a requirement of the technology - we help you draw the lines.

Ready to Get Started with Computer Vision?

Get a free consultation and a no-obligation quote from our team in Kathmandu.

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