Vision Applications

See What
Humans Miss.

AI-powered camera systems deployed directly on your production lines. Count every product, detect every fill level, measure every surface, and flag every defect - in real time, at line speed, without human intervention.

Vision AI
Inspecting
In-browser CV · Live inference
99%
Accuracy
<100ms
Inference
99%+
Counting accuracy
vs. 95-97% manual counting
Real-time
Fill-level monitoring
Continuous camera-based detection
<1s
Detection latency
Edge processing per frame
30-50%
Waste reduction from precise measurement
Industry benchmark for vision-guided application

Computer vision for counting, detection, and measurement

Manual counting, visual inspection, and measurement on the shop floor are slow, inconsistent, and error-prone. Operators miscounting products on a fast-moving line leads to inventory discrepancies. Nobody notices a bin running empty until the line stops waiting for replenishment. Quality checks that depend on human eyesight miss defects that only become visible under specific lighting or angles. Surface measurements for paint coverage or material application rely on estimates rather than data.

KFactory deploys computer vision applications directly on your production lines using standard industrial cameras. Product counting and recognition instantly identifies and counts items moving through production - eliminating counting errors and giving you real-time inventory accuracy without manual intervention. Dynamic bin loading detection monitors container fill levels continuously, triggering replenishment notifications before stockouts occur. Dynamic surface measurement calculates areas in real time - paint coverage, adhesive application, coating uniformity - ensuring consistent quality and reducing material waste through precise measurements.

The result: all vision data feeds into the KFactory platform alongside IoT and production data, creating a unified operational picture. Anomalies detected by cameras trigger the same alert and workflow systems as sensor data - including AI-powered root cause suggestions and automatic work order generation.

Estimate your annual impact

Impact calculator
Adjust the sliders to match your operation
Products manually counted per day (current process) 5.000
10050.000
Manual counting error rate (%) 3%
1%10%
Cost per counting error (€) €10
€1€50
Estimated annual impact
€300.000
€/year
Benchmark: 80% manual counting error reduction - Computer vision vs. manual counting benchmarks (IEEE, NIST)
Manual count/day x manual error rate x cost/error x 250 days x 80% error reduction by replacing manual with vision

Every product. Every defect.
Seen in real time.

See how KFactory Vision Applications eliminate counting errors, prevent stockouts, and catch defects before they reach your customer.

Request a Demo