Many package forms
Bottles, boxes, bags, cans and flexible packages require different inspection and lighting strategies.
For food, beverage, pharmaceutical, daily-chemical and packaging lines, the solution covers package integrity, printed code and label, fill level, foreign object, seal status and carton verification.
The solution is organized around business requirements, system modules, technical route and onsite delivery boundaries.
Bottles, boxes, bags, cans and flexible packages require different inspection and lighting strategies.
Offset, missing characters, blur, reflection and wrinkles affect recognition.
The inspection system must match conveyor, trigger, reject and alarm actions.
Compliance and traceability scenarios need images, results, time, batch and abnormal reasons.
Modules cover imaging, algorithms, software, interfaces, data and onsite maintenance so implementation scope can be defined clearly.
Inspect damage, deformation, missing parts, poor seal, cap and carton status.
Recognize production date, batch, QR code, barcode, label position and content.
Judge liquid level, filling status, missing fill and abnormal deviation.
Recognize visible foreign objects, black spots, stains, mixed materials and area abnormalities.
Connect rejection mechanisms, alarms and line-control signals.
Store images, results, batches, reports and abnormal query data.
The solution maps typical stations, equipment, production lines and business scenarios.
Fill level, cap, label, printed code and appearance inspection.
Medicine box, blister pack, leaflet, batch code and carton status inspection.
Package integrity, seal, foreign object, label and carton check.
Bottle body, printed code, label, cap and appearance defect inspection.
Each solution is implemented in stages based on inspection objects, onsite environment, hardware constraints and acceptance criteria.
These questions focus on scenarios, technical routes and implementation boundaries.
It can support selected inline inspection and recheck scenarios. The final replacement scope depends on samples, line speed and acceptance criteria.
Character clarity, reflection, motion blur, code-position variation and exposure settings need attention.
Yes. Images, time, batch, results and abnormal categories can be retained according to traceability needs.
Please provide the industry scenario, inspection target, speed and accuracy requirements, onsite environment, interface systems and available image or video samples.