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Turn your idea into a market-ready product — faster, smarter, better.

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AI & Computer Vision

Give Your Software the Power to See
From Images & Video to Real Business Action

Computer Vision teaches computers to see, understand, and act on what’s in photos and videos—like how our eyes and brain work together. We use it to count products on shelves, read invoices, spot defects on assembly lines, blur faces for privacy, or flag risky events on CCTV—accurately, fast, and at scale.

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Popular Use Cases
Object & logo detection Document OCR & data capture Face/people masking (privacy) Quality inspection (manufacturing) CCTV video analytics
Delivery Options
Cloud, On-Prem, or Edge (Jetson/Raspberry Pi)
Timeline
PoC in 2–4 weeks • Scale as you grow
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Purpose-built Models • Real-world Accuracy

What Exactly Is Computer Vision?
Simple idea, powerful results

It’s software that looks at an image or video and answers questions like: What’s in this picture? Where is the defect? Which text does this invoice contain? We combine labeled data with modern AI models to turn pixels into decisions—automatically.

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99.5%
Model accuracy
Faster, Safer, More Consistent

Why Teams Choose Computer Vision
Measure what matters, in real-time

Automate the visual work humans do repeatedly—counting, reading, checking, and monitoring. Vision systems don’t tire, miss details, or forget steps. They deliver speed, accuracy, and cost savings while improving safety and compliance.

Spot defects and anomalies instantly—reduce scrap and rework.

Digitize paperwork with OCR; eliminate manual typing and errors.

Protect privacy—auto-blur faces/plates and control data retention.

Ready-to-Use Solution Patterns

Pick a Pattern
and Launch Faster

Retail shelf analytics
Retail

Shelf Monitoring & Stockouts

Detect empty shelves, misplaced items, and planogram issues from cameras. Send alerts, export reports, and optimize replenishment.

OCR & forms

OCR for Invoices & IDs

Read invoices, receipts, and ID cards automatically. Validate fields, catch duplicates, and push clean data to your CRM/ERP.

See it on your samples

What We Build with Computer Vision
Modules you can mix & match

Use our pre-built components to launch faster, then fine-tune on your data. Deploy in the cloud, on-prem, or at the edge—your choice.

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Object Detection

Detect products, parts, PPE, vehicles, logos, and more with bounding boxes or polygons.

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OCR + Document AI

Extract clean, structured data from invoices, receipts, ID cards, forms, and PDFs.

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Anomaly & Defect Detection

Catch scratches, dents, misprints, and assembly errors with high recall and low false alarms.

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Privacy & Compliance

Auto-blur faces/plates, redact sensitive text, and enforce retention policies for GDPR/DPDP.

Tech We Work With
Open-source first, cloud-ready

OpenCV, YOLOv8/Ultralytics, PyTorch, TensorFlow, ONNX Runtime, OpenVINO, TensorRT, RTSP/CCTV pipelines, iOS/Android SDKs, and REST/GraphQL APIs.

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OpenCV & ImageOps

Classical vision + pre/post-processing for speed on CPU/edge.

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PyTorch / TensorFlow

Training, fine-tuning, and quantization for custom datasets.

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YOLO & Segmentation

Fast object detection/segmentation for real-time cameras.

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ONNX / OpenVINO / TensorRT

Model acceleration on CPU, iGPU, and NVIDIA edge devices.

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Plays Nicely with Your Stack
APIs to drop into web, mobile, or ERP

REST/GraphQL APIs • Webhooks • SDKs for iOS/Android • RTSP camera ingest • Storage on S3/R2/GCS • Exports to CSV/JSON.

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Web & Mobile SDKs

Drop-in UI for uploads, live camera, and annotations.

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CCTV / RTSP Streams

Edge processing + server analytics with alerting.

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Storage & CDNs

S3, Cloudflare R2, GCS, Azure—your infra, our models.

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ERP/CRM Connectors

Push clean OCR data and events into your business apps.

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Alerts & Webhooks

Trigger Slack/Email/SMS when events are detected.

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Edge Devices

NVIDIA Jetson & CPU-only deployments for offline sites.

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Data Labeling

Assisted labeling tools to bootstrap your dataset.

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APIs & Auth

JWT, OAuth2, rate limits, audit logs, role-based access.

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Questions? We’ve got answers.

Frequently Asked
Questions

From “what is Computer Vision?” to “how fast can we deploy?”—start here or reach out for a quick consultation.

It’s software that looks at images or videos and understands what’s inside—people, products, text, defects—and then helps you take action automatically.

Retail shelves, factory lines, logistics yards, hospitals, farms, parking lots, and offices—anywhere cameras or images exist, CV can analyze and automate.

We start with a quick PoC using your sample images, choose the right model, fine-tune on your data, wrap it in secure APIs, and deploy in your preferred environment—cloud, on-prem, or edge.

We benchmark models on your data, add human-in-the-loop if needed, and implement strict controls: encryption, RBAC, on-prem processing, and automatic face/license plate masking when required.

Most clients see a working demo in 2–4 weeks. Production roll-out depends on data volume, integrations, and deployment environment.

Most projects work with your existing IP/CCTV or mobile cameras. We can advise on lenses, lighting, and placement to boost accuracy if upgrades help.

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