AI / ML & Computer Vision
CT Garud CT Flow Builder CT OCR / OCV CT Mikha Anomaly Detection BCFHS Vision Measurement Process Check EOL Inspection All vision →
IoT & Smart Factory
Production-Line Tracking EHS / Safety Tracker OEE & Condition Monitoring Digital Dashboards (DMS) NCMS CPAS All IoT →
AI CCTV Monitoring System For OEMs — Ship Under Your Brand Engineering & Machine Building OMR — Exam & Form Scanning Vaarnaap — Weight Management System Our Work Case Studies Services About Careers Contact
Reference
Industry 4.0 — Where to Start IT & OT — Network & Data Request an Assessment →
Request an Assessment
Vision FMCG Counting

Extreme Counting — Dense Small Objects

Counts thousands of small, densely-packed objects in a single image — for packaging and inventory verification where manual counting is impossible.

Extreme Counting — Dense Small Objects
1000s
per image

/ The Challenge

Thousands of adjacent small parts per pack made manual counting impractical and inventory checks unreliable.

/ What We Deployed

A density-aware AI counting model resolves thousands of touching objects per image with high accuracy at line speed.

/ The Results

  • Thousands counted per image
  • Inventory verification automated
  • Packing accuracy proven per lot

/ Get Started

Have a Similar Problem?

Send us your part and inspection challenge. We'll tell you whether it is reliably detectable, and show measured results on a trial where it is.

Request an Assessment → See Case Studies