AI Camera Solution for Automatic Packaging Counting in Manufacturing Plants
Explore how AI Camera solutions automate packaging counting in manufacturing plants with real-time monitoring, accurate inventory tracking, reduced manual errors, and improved warehouse operation efficiency.
CUSTOMER OVERVIEW
The customer is a manufacturing plant in the animal feed industry, operating a continuous automated system for packaging, transportation, warehousing, and goods dispatch.
During operations, finished packaging bags are continuously moved from the packaging area, handled by palletizing robots, transferred into warehouses, and finally loaded onto trucks for outbound delivery. Due to the high volume of goods and fast operational speed, the company needs to ensure accurate counting of packaging quantities at both warehouse inbound and outbound stages.
However, manual counting methods or reliance on disconnected operational processes can easily lead to quantity discrepancies, difficulty in verification, and product losses. Therefore, the company required a real-time automatic monitoring and counting solution to optimize operations and improve data accuracy.
SOLUTION – EYEFIRE SAFETY
To automate the packaging counting process, the factory deployed an AI Camera system integrated with real-time product recognition and counting technology at both warehouse receiving and dispatch areas.
The AI Cameras were installed directly on each transportation line to automatically count packaging bags as they passed through the camera view. In addition, the AI system could recognize and extract packaging type information to support more accurate statistics and data reconciliation.
All camera data was transmitted to a centralized software platform for real-time synchronized management.
SOLUTION HIGHLIGHTS
- AI Cameras installed on each packaging transportation line
- Real-time automatic packaging counting
- Packaging type recognition and information extraction
- Counting at both robotic palletizing zones and truck loading areas
- Virtual line setup for automatic counting functionality
- Image and video storage for verification purposes
- Centralized synchronization of data from multiple operational points
- Cloud storage and data synchronization support
SOLUTION ARCHITECTURE
HOW IT WORKS
Finished packaging products move along the conveyor line
Cameras capture images in real time
The AI Engine detects and counts packaging products as they cross virtual lines
The system simultaneously reads and classifies packaging information
Data is transmitted to the central management software
The system aggregates quantities by production line and packaging type
The factory monitors, analyzes, and verifies data through a centralized platform
OUTCOMES
Increase counting accuracy
Reduce errors in manual counting processes.
Reduce the time spent reconciling inventory data (inbound and outbound).
Reduce the number of personnel involved in the on-site counting process.
KEY OUTCOMES
- Centralized real-time data management
- Statistical analysis by production line and packaging type
- Image and video storage for verification purposes
- Easy scalability and synchronization across multiple factories
IN PRODUCTION
EXPANDED APPLICATIONS
