Plastic PET Bottle Quality Inspection Using AI Deep Learning Machine Vision

Plastic PET Bottle Quality Inspection Using AI Deep Learning Machine Vision

Detection Principle

(1)Our company has completed the positioning of the detection area of the bottle mouth, body and bottom, and the design of the surface defect detection algorithm, as well as the design of the main hardware and software modules of the detection system.

(2)Transmitted the shooting high-pixel sample image to image processing software by industrial camera, detecting and

determining a good product and defective product via AI manually intelligent algorithm.

(3)The detecting machine rear end conveying platform can interface the automated packaging mechanism.

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Equipment Overviwes

• Online high speed detection, improve detection efficiency and accuracy, reduce human cost.

• High-pixel industrial camera accurate identification, the number of cameras is designed, accurate 0.1mm, speed 300 / min (can be customized according to the detection requirements).

• Compatible with multiple specifications, cost savings.

• Perform online detection and exclude for pharmaceutical packaging bottle caps defects:black spots, color difference, impurities, gaps, residues of material, overlaps, bubbles, air cavities, deformation, thickness, sizes, etc

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Software Function

Ø Enabling and disabling the system detection function

Ø Detection index parameters and accuracy adjustment

Ø Template sampling and saving, storage and retrieval of sample information

Ø Camera screen calibration function

Ø Real time production information display of the system (qualification rate, total output, speed, etc.), browsing of historical production information, export and storage functions

Ø Manage permissions based on login account (example, disabling parameter adjustment for general operation users)

Ø Operation and adjustment of the mechanical part of the system (If the transmission device is turned on, adjust the alarm signal)

Company profile

KEYETECH has always been committed to the application of artificial intelligence in the field of vision technology, replacing human eyes and brain decision with machine vision and AI reasoning calculations, and integrating the quality detection and sorting to industrial products in traditional manufacturing to make the production more digitization , Intelligence, visualization, and persistence. Also greatly improves the efficiency and accuracy of industrial detection, and enhances the intelligent level of the manufacturing industry.

** Our company have served many well-known enterprises such as Coca-Cola, P&G,Unilever,ALPLA,C'estbon, Nongfu Spring, etc., and has won praise from many users.

1. AI algorithm: high stability, adapting to the environment and background disturbance; different defect samples can be automatically identified after training.
2. Dataization: Independent database, save multiple samples, analyze non-good products, and retain history.
3. Multi-orientation: 360 ° comprehensive inside and outside the bottle without dead corners for medical packaging bottle caps, bottle mouths, bottle bottoms.
4. High precision: detection accuracy can reach 99.2%.
5. Modularization, can flexibly increase or decrease the detection function according to customer actual needs.
6. Easy to operate: It is easy to operate and easy to maintain.
7. Safety: Medical grade material manufacturing, fully compliant with medical supplies production environment.

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Anhui Keye Intelligent Technology Co.,Ltd

No. 56, Chang'an Road, Baiyan Science and Technology Park, High-Tech Zone,

Hefei City, Anhui Province, China, 230088

+86 173 5515 4206 (Amy)
Email:clerk-zyl@keyetech.com

About Us

Development History

The technology center is composed of algorithm department, software department, optics department, hardware department and mechanical department. The algorithm team currently has 7 PhDs, ensuring that the AI algorithm has the ability to continuously update.

Organization Structure

Visual Inspection Solution

Vision Applications

Cooperation Partners