Package inspection and defect control refers to the process of detecting the quality problems and risks of products and services in the production process, thereby ensuring product quality and service quality.Package defect inspection is an important part of product quality management, which can discover potential problems of products in time, reduce quality losses, improve product competitiveness, and ensure the interests of consumers.
The following are the main contents of the package defect inspection:
Product quality inspection: Detecting product defects such as size deviation, shape deviation, color difference, surface defect, and internal defect through visual and instrument detection methods.
2. Process quality inspection: Through the process of quality inspection, detecting the production process problem such as deviation, equipment problem, and personnel problem to ensure the quality of the production process.
3. Service quality inspection: Detecting service quality problems such as service quality, service attitude, and service ability through customer survey, customer complaint, and customer satisfaction evaluation methods.
4. Quality management system: By establishing a complete set of quality management systems and standards, strengthening the management of product quality and service quality, improving the overall competitiveness and influence of enterprises.
Object/Defect Classification: A defect in the blister pack is classified as a ‘tear’
•Object/Defect Recognition: The tear is labeled as a defect
•Object/Defect Localization: The location of the tear is marked with a bounding box
•Object/Defect Identification: The tear on the blister pack is identified with a bounding box and assigned a label
•Object/Defect Verification: The tear is verified to ascertain if it is a tear or a loose seal
•Object/Defect Segmentation: The pixels in which the tear is detected are shown as a segment map
