Vision AI & Object Detection

Intelligent eyes on your production lines, warehouses and stores

WhatsApp
Agent sheet
Category
Documents, vision and industry
Model
open, installed on your premises
Data
never leaves
Subscription
€0 per month
01Overview

Manual visual quality control is slow, subjective and expensive. A tired operator misses defects. Lighting variations confuse human perception. And at industrial rates of 100+ parts/minute, human control is physically impossible. Vision AI detects, classifies and alerts on visual anomalies in real time, at speeds and precisions impossible for the human eye.

The problem

The undetected defect rate in manual quality control is 5–15%. Product recalls cost millions. Manual warehouse inventory is 3–8% inaccurate. And without automated vision, the visual data from your operations stays unexploited.

Our answer

Industrial or IP cameras transmit images in real time to our vision pipeline. Object detection models detect and classify objects, defects or anomalies. Results are sent in real time (<100ms) to the control system or dashboard. False positives are filtered by a secondary validation model.

02How it works

Live in four steps.

  1. 01
    Visual environment audit

    Analysis of your constraints (lighting, line speed, defect types, required resolution). Hardware selection if needed.

  2. 02
    Dataset assembly

    Image collection and annotation (defects, objects, SKUs). Minimum 500–2000 annotated images depending on task complexity.

  3. 03
    Training & validation

    Detection model training on your data. Real-world validation on your line or test environment.

  4. 04
    Deployment & integration

    Edge or cloud deployment. Integration with your SCADA, ERP or alert system. Continuous performance monitoring.

03What you gain

Results you can measure.

Detection rate > 99%

Vision AI models detect defects at precisions impossible for the human eye, even at high speed.

Quality cost reduced by 70%

Fewer human quality inspectors, fewer defects reaching production, fewer costly product recalls.

Exploitable visual data

Every inspection produces structured data: defect rates by line, by hour, by SKU. A continuous improvement tool.

04Frequently asked

What we get asked before signing.

Does the solution work in real time on a fast production line?
Yes. With appropriate edge hardware (embedded GPU), detection is performed in under 50ms, compatible with 200+ parts/minute rates.
What types of defects can be detected?
Scratches, cracks, deformations, foreign bodies, missing parts, incorrect colors, unreadable barcodes, misapplied labels, etc.
Do we need to replace our existing cameras?
Not necessarily. We analyze compatibility of your existing IP or industrial cameras before recommending additional hardware.
Can the model improve over time?
Yes. An active learning pipeline feeds the model with newly detected cases. Precision increases continuously.

Let's talk about your case for thirty minutes.

A conversation to understand your context, volumes and tools. You leave with a scope and an order of magnitude, no commitment.

WhatsApp
+261 38 66 261 00team@wikolabs.com