Fiberglass product line
Yarn tube appearance defect detection
The automatic appearance inspection system for fiberglass tubes breaks through the limitations of traditional machine vision inspection. It uses artificial intelligence deep learning to classify product defects in detail, which not only improves inspection speed and reduces labor costs, but also provides reliable reference data for automatic quality inspection systems, which is of great significance to enterprise quality control.
Currently, the detection accuracy rate has reached 99%, and the classification accuracy rate is 98%.
Applicable scenarios: Composite materials industry / Textile industry / Fiberglass industry
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Product Features
01
Artificial intelligence technology
Automatic detection, automatic classification, automatic rating
02
Convenient automatic detection
Automatically locates and fixes yarn ends before inspection; automatically removes static electricity and dust; automatically weighs the yarn tubes; automatically separates qualified yarn tubes from defective yarn tubes.
03
Detecting multiple types of defects
Defects detected include: cylindrical surface of the yarn tube, slanted fuzz, loops, tufts, loose yarn, stains, soiled yarn, uneven bottom shape, obvious watermarks, wavy lines, and fuzz on the bottom of the yarn tube.
04
Record detection data
It can record test data for each yarn bobbin, and save images of stains and defects in the upper and lower yarn bobbins to a database, which can be stored for 3 months. Furthermore, yarns that have been manually inspected re-enter the inspection channel will not create duplicate records.
05
Output statistical reports
Statistical reports can be generated as required.
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