title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð´Ð»Ñ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ð¸ Ð²Ð¸Ð·ÑÐ°Ð»ÑÐ½Ð¾Ð³Ð¾ ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ Ð¿Ð»ÐµÐ½Ð¾Ðº
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of an application for automating visual inspection of silkscreen printing surface panel
Creators: name: Ð©ÐµÐ¿Ð¸Ð½, ÐÐ³Ð¾Ñ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÐ½Ð¾Ðµ Ð·ÑÐµÐ½Ð¸Ðµ
Ð´ÐµÑÐµÐºÑÑ Ð¿Ð»ÐµÐ½Ð¾Ðº
ÑÑÐ°ÑÐ°ÑÐµÑÐ½Ð°Ñ Ð¿ÐµÑÐ°ÑÑ
computer vision
silkscreen printing
stencil printing

description: Ð Ð°Ð±Ð¾ÑÐ° Ð¿Ð¾ÑÐ²ÑÑÐµÐ½Ð° Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ð¸ Ð¿ÑÐ¾ÑÐµÑÑÐ° Ð¾Ð±Ð½Ð°Â­ ÑÑÐ¶ÐµÐ½Ð¸Ñ Ð´ÐµÑÐµÐºÑÐ¾Ð² Ð¿ÑÐ¸ ÑÑÐ°ÑÐ°ÑÐµÑÐ½Ð¾Ð¹ Ð¿ÐµÑÐ°ÑÐ¸ Ð»Ð¸ÑÐµÐ²ÑÑ Ð¿Ð°Ð½ÐµÐ»ÐµÐ¹ Ð¸Ð·Ð´ÐµÐ»Ð¸Ð¹ Ð¿ÐµÑÐ°ÑÂ­ Ð½Ð¾Ð¹ ÑÐ»ÐµÐºÑÑÐ¾Ð½Ð¸ÐºÐ¸. Ð ÑÐ¾Ð´Ðµ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð±ÑÐ»Ð¸ ÑÐµÑÐµÐ½Ñ ÑÐ»ÐµÐ´ÑÑÑÐ¸Ðµ Ð·Ð°Ð´Ð°ÑÐ¸: 1. ÐÐ·ÑÑÐµÐ½Ð¸Ðµ Ð²Ð¾Ð·Ð¼Ð¾Ð¶Ð½ÑÑ Ð´ÐµÑÐµÐºÑÐ¾Ð² Ð¿ÑÐ¸ ÑÑÐ°ÑÐ°ÑÐµÑÐ½Ð¾Ð¹ Ð¿ÐµÑÐ°ÑÐ¸. 2. ÐÐ¾Ð¸ÑÐº Ð¾Ð¿ÑÐ¸Ð¼Ð°Ð»ÑÐ½Ð¾Ð³Ð¾ ÑÐ¿Ð¾ÑÐ¾Ð±Ð° Ð¿Ð¾Ð¸ÑÐºÐ° Ð´ÐµÑÐµÐºÑÐ¾Ð². 3. ÐÑÐ¾ÑÐ°Ð±Ð¾ÑÐºÐ° Ð°Ð¿Ð¿Ð°ÑÐ°ÑÐ½Ð¾Ð¹ ÑÐµÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð´Ð»Ñ Ð·Ð°Ð´Ð°ÑÐ¸ Ð´ÐµÑÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð´ÐµÑÐµÐºÂ­ ÑÐ¾Ð². 4. Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ð° Ð½Ð°ÑÐ¾Ð¶Ð´ÐµÐ½Ð¸Ñ Ð´ÐµÑÐµÐºÑÐ¾Ð² Ð½Ð° ÐÐ. 5. Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÑÑÐºÐ¾Ð³Ð¾ Ð¸Ð½ÑÐµÑÑÐµÐ¹ÑÐ°. ÐÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ðµ Ð¿ÑÐ¾Ð²Ð¾Ð´Ð¸Ð»Ð¾ÑÑ Ð½Ð° Ð±Ð°Ð·Ðµ ÐÐ Â«Ð¡ÐÐ¢Ð ÐÐÐÐ¬Ð¦ÐÐÐÂ», Ð³Ð´Ðµ Ð±ÑÐ» ÑÐ¾Ð±ÑÐ°Ð½ ÑÐ°ÐºÑÐ¸ÑÐµÑÐºÐ¸Ð¹ Ð¼Ð°ÑÐµÑÐ¸Ð°Ð» Ð² Ð²Ð¸Ð´Ðµ Ð¾Ð±ÑÐ°Ð·ÑÐ¾Ð² Ð¿Ð»ÑÐ½Ð¾Ðº, ÐºÐ°Ðº Ð¸Ð¼ÐµÑÑÐ¸Ñ Ð´ÐµÑÐµÐºÂ­ ÑÑ, ÑÐ°Ðº Ð¸ Ð±ÐµÐ· Ð½Ð¸Ñ. ÐÑÐ»Ð¸ Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½Ñ ÑÐ°ÑÑÑÑÑ, Ð¿Ð¾Ð´ÑÐ²ÐµÑÐ¶Ð´Ð°ÑÑÐ¸Ðµ Ð°ÐºÑÑÐ°Ð»ÑÐ½Ð¾ÑÑÑ Ð¿ÑÐ¾ÐµÐºÑÐ°. ÐÐ½Ð°Ð»Ð¸Ð· Ð¾ÑÐ½Ð¾Ð²ÑÐ²Ð°Ð»ÑÑ Ð½Ð° ÑÑÐ°ÑÐ¸ÑÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð´Ð°Ð½Ð½ÑÑ, Ð¿Ð¾Ð»ÑÑÐµÐ½Ð½ÑÑ Ð¾Ñ Ð¿ÑÐ¾Ð¸Ð·Â­ Ð²Ð¾Ð´ÑÑÐ²Ð° Ð¾ÑÐ³Ð°Ð½Ð¸Ð·Ð°ÑÐ¸Ð¸, Ð° ÑÐ°ÐºÐ¶Ðµ Ð½Ð° ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ°Ñ, Ð¿Ð¾Ð»ÑÑÐµÐ½Ð½ÑÑ ÑÐºÑÐ¿ÐµÑÐ¸Ð¼ÐµÐ½ÑÐ°Ð»ÑÂ­ Ð½ÑÐ¼ Ð¿ÑÑÑÐ¼ Ð² ÑÐ¾Ð´Ðµ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð¸Ñ Ð¿ÑÐ¾ÐµÐºÑÐ°. Ð ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐµ Ð±ÑÐ»Ð¾ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð¾ Ð¿ÑÐ¸Â­ Ð»Ð¾Ð¶ÐµÐ½Ð¸Ðµ, Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÑÑÑÐµÐµ Ð¿ÑÐ¾Ð²ÐµÑÐºÑ ÐºÐ°ÑÐµÑÑÐ²Ð° Ð¿Ð»ÑÐ½Ð¾Ðº, Ð½Ð°Ð¿ÐµÑÐ°ÑÐ°Ð½Ð½ÑÑ ÑÑÐ°ÑÐ°Â­ ÑÐµÑÐ½ÑÐ¼ Ð¼ÐµÑÐ¾Ð´Ð¾Ð¼. Ð¢Ð°ÐºÐ¶Ðµ Ð±ÑÐ» Ð¿ÑÐ¾Ð²ÐµÐ´ÑÐ½ Ð°Ð½Ð°Ð»Ð¸Ð· Ð°Ð¿Ð¿Ð°ÑÐ°ÑÐ½ÑÑ ÑÑÐµÐ´ÑÑÐ² Ð¸ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð² Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÐ²ÐµÐ½Ð½ÑÐ¹ Ð¿ÑÐ¾ÑÐµÑÑ Ð¾ÑÐ³Ð°Ð½Ð¸Ð·Ð°ÑÐ¸Ð¸.
description: This work is dedicated to the study of methods for automating the detection of defects in stencil printing of films. The tasks that were solved during the study: 1. Study of possible defects in stencil printing. 2. Search for the optimal method of defect detection. 3. Development of hardware implementation for the defect detection task. 4. Development of an algorithm for finding defects on films. 5. Development of a user interface. The work was carried out at the enterprise "Koltsov design bureau where factual material was collected, namely samples of films with and without defects. Calculations were made to demonstrate the relevance of the project. The analysis was based on statistical data from the organizationâs production, as well as the results obtained experimentally during the project. As a result, an application was developed to automate the quality control of films printed by the stencil method. In addition, an analysis of hardware resources and methods of implementing the application into the organizationâs production process was performed.