Food Packages Barcode OCR Visual Inspection System For Quality Control

Food Packages Barcode OCR Visual Inspection System For Quality Control

System features

Inspection principle

The vision system is mainly composed of camera, light source, lens, image acquisition card, and OCR recognition software; among them, the combination of camera, light source and lens completes the data acquisition task of the production line; the OCR recognition software model training task is mainly completed by SMore ViMo , the operation is simple and flexible, no code programming is required, and the complex model training process is simplified. ViMo has the ability of small sample learning and intelligent annotation. After collecting pictures, you can complete the annotation task through intelligent annotation, which greatly reduces the annotation time, shortens the project cycle and labor costs.

Inspection details

Using SMore ViLab inference products, the character recognition results can be displayed in real time, and the production date recognition results can be recorded in time. The daily output of a single production line of the end customer is 10w boxes. The algorithm real-time detection speed reaches 50ms/box, and the algorithm recognition rate reaches 99.99%, which greatly improves the Recognition of milk production dates records speed and efficiency. At the same time, it can provide production line yield analysis, machine error warning and other functions.

Features of OCR system

• Accuracy: avoid misjudgment and missed detection caused by subjective consciousness, environmental restrictions and other factors in the process of manual detection and identification, and the detection accuracy is guaranteed;
• Productivity: ocr vision system equipment can work for a long time, with fast recognition speed, which can effectively improve production efficiency;
• Multi-function: ocr visual character recognition can identify barcodes, numbers, characters with multi-function detection function, one machine is multi-purpose
• Systematic: The test results are saved by themselves and displayed in real time, which is convenient for later information query, invocation, statistics, etc.;
• Low cost: reduce labor cost input, high product testing accuracy, quality assurance, and low probability of recall.

After-sale service

The company has a complete technical service team and rapid response mechanism, and has dedicated service specialists for each customer, who can receive technical consultation and fault reports from customers at any time. And to ensure rapid response to customer emergencies, to ensure that customers receive satisfactory service.During the epidemic or due to special reasons, when after-sales engineers are unable to reach the site, the service center can remotely adjust customer equipment for troubleshooting and technical consultation.

After the equipment arrives at the customer site, the after-sales engineer arrives in time to carry out equipment installation, commissioning, and operation training. The product quality of the whole machine is traceable, and the quality warranty period is 1 year from the date of acceptance. In the event of non-human faults during the warranty period, after-sales engineers will quickly arrive at the site or provide remote guidance for free maintenance.