Q3AI Solutions · Vision & security
AI Object Detection
Object detection finds specific things in an image or video and tells you where they are. It's the foundation for counting stock, checking equipment, monitoring sites and inspecting products.
01
Object and label design
02
Data collection and labeling
03
Detection model
04
Integration
Built around your business.
We train and test on images from your real environment, because lighting, angles and backgrounds decide accuracy far more than the choice of model.
What we deliver.
- 01
Object and label design
A clear list of what should be detected and how borderline cases are handled.
- 02
Data collection and labeling
Representative images, annotated consistently and checked for quality.
- 03
Detection model
A model tuned for your objects and conditions, with measured accuracy.
- 04
Integration
Results sent to dashboards, spreadsheets or other systems.
Where it's used.
Stock and pallet counting
Counting items from photos or camera views.
Site equipment tracking
Detecting vehicles, machinery or materials on a site.
Product presence checks
Confirming components are present before packing.
Typical building blocks: Object detection models · Annotation tools · Edge and cloud inference · Data pipelines
How we work.
01
Map the workflow
We follow the real process end to end, including the exceptions people handle by hand.
02
Pilot with one team
A limited rollout with human review lets us tune behavior on real cases.
03
Integrate and harden
Connections to your systems, permissions, logging and fallbacks for when it's unsure.
04
Measure and expand
We report against agreed measures and widen scope only where the results justify it.
Best fit.
- Operations with repeatable visual checks
- Inventory and asset-heavy businesses
- Teams with photo or video already in workflow
Why Q3 Labs.
- Senior people on the work
- You work with the specialists doing the project, not a hand-off to a junior team.
- Marketing and engineering together
- Design, development, data and growth sit in one team, so a solution is built with adoption in mind.
- Plain reporting, no lock-in
- Clear progress reporting and no long-term contracts. You keep ownership of your assets and accounts.
Explore related work.
Related AI solutions
- AI Based Video AnalysisTurn hours of video into searchable events, counts and summaries.
- CCTV SecurityAdd intelligent monitoring to existing CCTV cameras.
- Theft Detection SystemHighlight suspicious activity and stock loss risk for staff to review.
- AI Behaviour DetectionDetect unusual movement and activity patterns in video, with privacy safeguards.
Built on these AI services
Related services
Industries where this fits
Frequently asked questions
Talk to us about AI Object Detection.
Tell us what you're trying to achieve. We'll tell you how we'd approach it, and whether Q3 Labs is the right fit.