Pharma Medical Plastic Parts Appearance Visual Inspection System

Inspection Principle

The system transports the samples stably and orderly to the predetermined workstation, and then transmits the captured high-pixel sample images to the image processing software through the industrial camera. After comparing with the standardized samples, the defects of defective products and good products are distinguished, and the corresponding pneumatic components are controlled. Remove defective products.

The software will open sample comparison standards, and production personnel at the customer site can control the comparison accuracy and select the accuracy standard that best suits their own production conditions, thereby controlling the defective rate.

Equipment Features

Algorithm Features

• Automatic binarization: Use deep neural network to segment the foreground and background of the image. Compared with the traditional binarization method, it can be applied to a variety of lighting conditions, and the edge segmentation is smoother, fast and robust High advantages.
• Adhesion segmentation algorithm: The method based on connected domains cannot segment the adhesion. The deep neural network is used to segment the adhesion at an instance level, which can reach a speed of 1000fps and can process the adhesion in real time.
• Attribute recognition algorithm: adopts a lightweight neural network and integrates a semi-supervised learning method. The model can be iteratively optimized only by marking a small amount of data. It has the advantages of high accuracy, fast speed, and convenient deployment.

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.