Tablet Presence/Absence Inspection System
A machine vision solution designed to identify missing tablets in sealed packaging compartments during high-speed pharmaceutical production. The system leverages precision imaging and automated logic to flag and reject faulty packs.

Project Overview
This system verifies the presence of tablets inside pre-formed plastic packaging that contains multiple individual pockets. A high-resolution camera with a backlight captures each pack as it moves down the production line. Custom vision software scans for any empty tablet compartments and triggers a pneumatic rejection if a discrepancy is found. Multiple layout templates can be used to adapt to different packaging formats.
Problem Statement
Human inspection of tablet packs often failed to catch missing units, especially on fast-moving lines. Errors led to customer complaints and non-compliance with regulatory standards. With different packaging formats in rotation, manual verification introduced inconsistency and slowdowns.
Solution Architecture
- Conveyor transports sealed packs under inspection camera
- Backlight and industrial camera capture a clear image of the tablet compartments
- Vision software checks each slot to confirm presence of a tablet
- Different templates support various compartment layouts (e.g. 2x5, 3x4, etc.)
- A PLC evaluates the software output and controls the pneumatic rejection system
- Rejected packs are removed from the line into a separate collection bin
- Touchscreen HMI enables configuration and monitoring by the operator
Key Features
Reliable detection of missing tablets at line speeds up to 60 packs/sec
High contrast imaging with LED backlight ensures consistent results
Multi-format support with easy template switching
Real-time analysis and rejection of defective packs
Operator-friendly interface for adjustments and statistics
Fail-safe mechanisms for camera or lighting issues
Detailed rejection logs and performance metrics
Results Achieved
100% detection accuracy in controlled testing
95% reduction in labor-intensive quality control
Minimized downstream quality risks and non-compliance issues
Streamlined inspection for multiple packaging configurations
Significantly improved throughput and consistency
Solution Flowchart
