AI Visual White Wine Packaging Defect Inspection System Connect With Wine Cellar

White wine is a kind of beverage that consumers love. As we all know, brewed wines generally have the characteristics of being suitable for cellaring, and the longer the time, the higher the value. Therefore, in the process of white wine brewing, production, and final completion, packaging plays a role very important. A good design can have collection value from bottle to packaging; however, in the process of packaging processing, whether it is manual or mechanical production, it is difficult to detect some subtle differences in the bottle, such as whether the shape is abnormal or not. Whether there are defects in the color and logo of the bottle, bottle packaging, etc. Therefore, wine-making companies need to use some scientific and intelligent means to detect the wine body; Keye Tech is committed to visual detection technology in the packaging industry, and currently has rich market practical experience, which can provide professional technical support for the majority of cooperative manufacturers.

Detection principle

The system transports the bottles to the predetermined station in a stable and orderly manner, and then transmits the captured sample image to the image processing software through the high-pixel industrial camera, compares with the standardized sample and distinguishes the defective product and the good product, and controls the corresponding pneumatic components to reject defective products and collect qualified products.

The software sets the comparison standard for the samples, operators can control the comparison precision and choose the precision standard that best suits themselves, thereby controlling the defect rate and greatly reduce costs.

Detection details
Our design plan uses 11 sets of high-pixel industrial cameras and high-performance stroboscopic light sources to carry out comprehensive detection for bottle mouth, bottle bottom and bottle body defects. The whole set of detection equipment includes mechanical parts, visual electronic hardware and detection systems. The software, the entrance and exit of the detection machine can be integrated with the conveyor line, the detection speed is 9600 pieces/hour, the equipment can realize 7*24 hours of operation, and the unqualified products can be automatically rejected.


The detection standards are as follows:

Detection software function:
-Open and close the system detection function
-Adjustment of detection index parameters and accuracy.
-Template sampling and storage, sample detection information save and recall.
-Camera image calibration function
-The system displays real-time production information (qualification rate, total production, speed, etc.), historical production information browsing, export and save functions.
-Permission management based on the login account (such as general operation users disable parameter adjustment permissions)
-Operation and adjustment of the mechanical part of the system
(Such as open the transmission device, the adjustment of the air valve blow time, and the adjustment of the alarm signal)

Examples of sample detection patterns
The patterns shown below are all real-time shots in the existing Keye detection system. The details are as follows:
Black spots or impurities in all positions of the bottle.


Electronic component part:

Machining process

About Us

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The technology center is composed of algorithm department, software department, optics department, hardware department and mechanical department. The algorithm team currently has 4 PhDs, ensuring that the AI algorithm has the ability to continuously update.

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