Anhui Keye Information & Technology Co., Ltd.
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| Place of Origin: | China |
| Brand Name: | KEYE |
| Certification: | NO |
| Model Number: | KVIS |
| Minimum Order Quantity: | 1 SET |
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| Price: | Negotiable |
| Packaging Details: | Fumigation-free wood |
| Delivery Time: | 4 to 6 weeks |
| Payment Terms: | L/C, T/T |
| Supply Ability: | 1 set per 4 weeks |
| Name: | Visual Inspection System For PET Preforms | Origin: | CN |
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| Weight: | 400kg | Size: | 230x120x185cm |
| After Sale: | Remote Service | Material: | SS 304 |
| Test Report: | Provide | Voltage: | Adapt To National Standards |
| Feature: | Easy To Operate | Loading Port: | Shanghai |
| High Light: | visual inspection machine,automated vision inspection system |
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Inspection details
| Model | Cameras | Detection range | Detection content | Detection accuracy | Accuracy rate | False detection rate | Detection speed |
| KVIS | 4set | Around the bottle preform | Black spots, bubbles, impurities (different colors) | ≥0.3mm | 99% | ≤0.2% |
70pcs/min |
| 1set | Preform base | Black spot, hole | ≥1.5mm | 99% | ≤0.2% | ||
| 4set | Opening of the preform | Black spots, stains, impurities (different colors) | ≥0.2mm | 99% | ≤0.2% | ||
| Overlap, lack of material | ≥1mm | 99% | ≤0.2% | ||||
| 1set | Support ring | Lack of material | ≥1mm | 99% | ≤0.2% |
Market background
Plastic products are common products in industry and play an important role in people's production and life. In the process of producing plastic products, we use injection molding processing method.
However, due to the poor quality of raw materials, equipment instability and insufficient mechanical manual level, plastic products are prone to quality defects during the injection molding process. Co-injection molding defects include underfill, air bubbles, cracks, warpage and dimensional changes.
Features of system
In response to customer pain points and market demands, the "preform machine inspection machine" online inspection system for appearance defects adopts machine vision technology and replaces human eyes with machines, which can quickly and efficiently complete the automatic detection of each preform under non-contact conditions. Screening and rejecting can increase the yield to above 99.9.
The traditional artificial intelligence visual inspection method of medicine bottle packaging is time-consuming and labor-intensive, and it will affect the detection efficiency. As a method of machine vision, the medicine bottle packaging visual inspection system is used in many scenarios, and it has been successfully applied to images in the past. detection and classification. It also provides a feasible method for industrial defect detection work.
Image process
Image collection transformation operations (cropping, selection, mirroring, scaling, etc.) can often be used as image information data to continuously enhance, to achieve the purpose of helping student models to obtain better generalization capabilities of enterprises. Since the plastic medicine bottle image is approximately a fixed size circle, the number of image sample companies can be multiplied by considering that the system adopts random rotation of the image as a means of image enhancement.
First, the original image is preprocessed to extract feature parts, and then the number of image samples is increased by data augmentation, and then the image pyramid is obtained by downsampling. Through this whole process, we can get a larger sample set, which can bring the sample closer to a normal distribution.
Contact Person: Ms. Amy Zheng
Tel: +86 17355154206/+86 186 5518 0887
