Legal & compliance
Document redaction platform
A system that finds and permanently removes sensitive information from uploaded documents, including scanned files.
Services Computer Vision & OCR
Computer Vision & OCR
Teach your cameras and scanners to do the checking.
Detection, inspection, video analytics and document processing for cameras, production lines and paperwork.
Tools we use
- Python
- OpenCV
- PyTorch
- YOLO
- DocTR
- Tesseract
- FastAPI
- Redis
Get a Computer Vision & OCR Estimate
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Overview
Computer vision turns images and video into decisions: is this product defective, who entered the area, what does this document say. We build systems that do this reliably on real-world footage, not just clean test images.
Projects usually start with a small proof of concept on your own data, so you see real accuracy numbers before committing to a full build.
What's included
Everything You Need, Handled.
Object detection
Detect and track people, vehicles, products or defects in images and video.
Quality inspection
Automated pass/fail checks with confidence scores and a human review queue.
Video analytics
Analytics on live camera feeds, integrated with your VMS or dashboard.
OCR & documents
Extract text and fields from scanned documents, invoices and forms.
Redaction
Find and permanently remove sensitive information from documents.
Edge & cloud deployment
Run models on servers, in the cloud or on edge devices near the cameras.
Good fit for
Who This Service Is For
- Manufacturers checking product quality
- Security and video management companies
- Legal, finance and healthcare document teams
- Retail and logistics operations
How we work
A Simple, Clear Process
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1. Discover
Understand your goals, users and requirements.
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2. Design
Plan the right product and user experience.
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3. Develop
Build, test and refine in short milestones.
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4. Launch
Deploy, support and scale together.
Selected work
Recent Projects
Manufacturing
AI quality inspection
Automated first-level inspection that reviews product images and flags defects before a person has to look.
Security
Video analytics for a VMS
Computer vision added to a video management system, so camera feeds can detect and report events on their own.
Computer Vision & OCR FAQ
Questions About Computer Vision & OCR
Can't find your question? Ask us directly and we'll reply within a few hours.
Ask a QuestionWhat can computer vision do for my business?
It can check products for defects, count items, read documents, monitor safety areas, recognise vehicles or people, and turn camera footage into reports and alerts.
How accurate will it be?
We measure accuracy on your own images or video during a proof of concept, so you see real numbers before committing to the full build.
How long does a proof of concept take?
Usually 2 to 4 weeks, depending on how much data is available and how complex the task is.
How much data do you need?
Often a few hundred labelled images to start. We can help collect and label data if you do not have it yet.
Can it work with our existing cameras?
Usually yes. We connect to standard RTSP camera streams and common video management systems.
Can it run in real time?
Yes. With the right hardware, models can process live video and send alerts within seconds.
Does our video have to go to the cloud?
No. Models can run on your own servers or on small edge devices next to the cameras, so footage stays on-site.
Can you extract data from invoices, forms and scanned documents?
Yes. We build OCR pipelines that read documents, pull out the fields you need and send them to your systems.
Can you remove sensitive information from documents?
Yes. We build redaction systems that find and permanently remove personal or confidential information, including from scanned files.
Who owns the trained models?
You do. Models, training data, code and documentation are handed over.
Related services
Often Combined With Computer Vision & OCR
Clients who need Computer Vision & OCR often also ask us about AI Agents & LLM Engineering, Full-Stack Web & SaaS and Cloud & Server Management. One team can handle all of it.
AI Agents & LLM Engineering
Custom AI agents, chatbots and RAG systems that work on your real data and connect to the tools you already use.
Full-Stack Web & SaaS
SaaS products, marketplaces, dashboards and internal tools, built to production standard from day one.
Cloud & Server Management
Server setup, deployment, monitoring and DevOps on AWS, DigitalOcean and similar platforms.
Have a Project in Mind?
Let's turn your idea into a high-performing digital product. Tell us a little about it and we'll reply with an approach, a timeline and a fixed price for the first milestone.
- Reply within a few hours
- NDA available on request
- All code and IP is yours
Prefer email? ismorpp@gmail.com
Get a Project Estimate
Tell us what you need. We reply within a few hours.