title: ÐÑÐ¾ÐµÐºÑ ÑÐ»ÑÑÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¾ÑÐµÑÑÐ° ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð° ÑÐ¾Ð²Ð°ÑÐ¾Ð² Ð½Ð° Ð¼Ð°ÑÐºÐµÑÐ¿Ð»ÐµÐ¹ÑÐµ
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: Project to improve the quality control process of goods on a marketplace
Creators: name: Ð¡Ð°Ð´ÑÐºÐ¾Ð², ÐÐµÐ½Ð¸Ñ
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: ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð°
Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÐ¹ ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð°
Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½ÑÐ¹ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑ
computer vision
quality control
automated quality control
artificial intelligence

description: Ð¢ÐµÐ¼Ð° Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ: Â«ÐÑÐ¾ÐµÐºÑ ÑÐ»ÑÑÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¾ÑÐµÑÑÐ° ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð° ÑÐ¾Ð²Ð°ÑÐ¾Ð² Ð½Ð° Ð¼Ð°ÑÐºÐµÑÐ¿Ð»ÐµÐ¹ÑÐµÂ». Ð¦ÐµÐ»ÑÑ ÑÐ°Ð±Ð¾ÑÑ ÑÐ²Ð»ÑÐµÑÑÑ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¸ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ðµ ÑÑÑÐµÐºÑÐ¸Ð²Ð½ÑÑ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð¸ Ð¿Ð¾Ð´ÑÐ¾Ð´Ð¾Ð² Ð´Ð»Ñ Ð¿Ð¾Ð²ÑÑÐµÐ½Ð¸Ñ ÐºÐ°ÑÐµÑÑÐ²Ð° ÑÐ¾Ð²Ð°ÑÐ¾Ð², ÑÐµÐ°Ð»Ð¸Ð·ÑÐµÐ¼ÑÑ Ð½Ð° Ð¿Ð»Ð°ÑÑÐ¾ÑÐ¼Ðµ "Ð¯Ð½Ð´ÐµÐºÑ ÐÐ°ÑÐºÐµÑ". ÐÐ±ÑÐµÐºÑÐ¾Ð¼ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ¸ ÑÐ²Ð»ÑÑÑÑÑ Ð¿ÑÐ¾ÑÐµÑÑÑ ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð° ÑÐ¾Ð²Ð°ÑÐ¾Ð², ÑÐµÐ°Ð»Ð¸Ð·ÑÐµÐ¼ÑÐµ Ð½Ð° Ð¼Ð°ÑÐºÐµÑÐ¿Ð»ÐµÐ¹ÑÐµ "Ð¯Ð½Ð´ÐµÐºÑ ÐÐ°ÑÐºÐµÑ", Ð¿ÑÐµÐ´Ð¼ÐµÑÐ¾Ð¼ â Ð¼ÐµÑÐ¾Ð´Ñ Ð¸ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¸ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ð¸ ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð°. ÐÑÐ» Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½ ÑÐºÑÐ¿ÐµÑÐ¸Ð¼ÐµÐ½Ñ: Ð¿Ð¾ÑÑÑÐ¾ÐµÐ½Ð° Ð¸Ð¼Ð¸ÑÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ Ð¼Ð¾Ð´ÐµÐ»Ñ, ÑÐ¾Ð±ÑÐ°Ð½Ð° Ð¸ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð° ÑÑÐ°ÑÐ¸ÑÑÐ¸ÐºÐ° ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð² Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ. ÐÑÐµÐ´Ð»Ð¾Ð¶ÐµÐ½Ñ ÑÐµÐºÐ¾Ð¼ÐµÐ½Ð´Ð°ÑÐ¸Ð¸ Ð´Ð»Ñ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ Ð¸Ð·Ð¼ÐµÐ½ÐµÐ½Ð¸Ð¹ Ð² Ð¿ÑÐ¾ÑÐµÑÑÑ ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð°. ÐÐ±Ð»Ð°ÑÑÑ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ñ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð² ÐÐÐ : Ð¿ÑÐ¾ÑÐµÑÑÑ ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð° ÑÐ¾Ð²Ð°ÑÐ¾Ð² Ð½Ð° Ð¼Ð°ÑÐºÐµÑÐ¿Ð»ÐµÐ¹ÑÐµ "Ð¯Ð½Ð´ÐµÐºÑ ÐÐ°ÑÐºÐµÑ", Ð° ÑÐ°ÐºÐ¶Ðµ Ð² Ð´ÑÑÐ³Ð¸Ñ ÐºÐ¾Ð¼Ð¿Ð°Ð½Ð¸ÑÑ, Ð·Ð°Ð½Ð¸Ð¼Ð°ÑÑÐ¸ÑÑÑ ÑÐ»ÐµÐºÑÑÐ¾Ð½Ð½Ð¾Ð¹ ÐºÐ¾Ð¼Ð¼ÐµÑÑÐ¸ÐµÐ¹. ÐÐ¾ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ°Ð¼ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ¸ ÑÑÐ°ÑÐ¸ÑÑÐ¸ÐºÐ¸ ÑÐºÑÐ¿ÐµÑÐ¸Ð¼ÐµÐ½Ñ Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½ ÑÑÐ¿ÐµÑÐ½Ð¾: Ð¿Ð¾ÐºÐ°Ð·Ð°ÑÐµÐ»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð° ÑÐ¾Ð²Ð°ÑÐ¾Ð² Ð¿Ð¾Ð²ÑÑÐ¸Ð»ÑÑ Ð¿Ð¾ ÑÑÐ°Ð²Ð½ÐµÐ½Ð¸Ñ Ñ Ð¿ÑÐµÐ´ÑÐ´ÑÑÐ¸Ð¼ Ð¿ÐµÑÐ¸Ð¾Ð´Ð¾Ð¼. Ð ÐºÐ°ÑÐµÑÑÐ²Ðµ ÑÐµÐºÐ¾Ð¼ÐµÐ½Ð´Ð°ÑÐ¸Ð¹ Ð±ÑÐ»Ð° Ð¿Ð¾ÑÑÑÐ¾ÐµÐ½Ð° ÑÐ¸ÑÑÐµÐ¼Ð° Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð³Ð¾ ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ ÐºÐ°ÑÐµÑÑÐ²Ð° Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¹ Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑÐ° Ð¸ Computer Vision, Ð½Ð°Ð¿ÑÐ°Ð²Ð»ÐµÐ½Ð½Ð°Ñ Ð½Ð° Ð´Ð°Ð»ÑÐ½ÐµÐ¹ÑÐµÐµ ÑÐ»ÑÑÑÐµÐ½Ð¸Ðµ Ð¿ÑÐ¾ÑÐµÑÑÐ¾Ð² ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ Ð¸ Ð¾Ð±ÐµÑÐ¿ÐµÑÐµÐ½Ð¸Ñ Ð²ÑÑÐ¾ÐºÐ¾Ð³Ð¾ ÐºÐ°ÑÐµÑÑÐ²Ð° ÑÐ¾Ð²Ð°ÑÐ¾Ð².
description: A theme of graduate qualification work: "Project to Improve the Quality Control Process of Goods on a Marketplace". The aim of the work is to develop and implement effective methods and approaches to improve the quality of goods sold on the "Yandex Market" platform. The object of the development is the quality control processes of goods implemented on the "Yandex Market" marketplace, and the subject is the methods and technologies for automating quality control. An experiment was conducted: a simulation model was built, and statistics of the simulation results were collected and processed. Recommendations were made for implementing changes in the quality control processes. Application area of the thesis results: quality control processes of goods on the "Yandex Market" marketplace, as well as in other companies engaged in e-commerce. The experiment was successfully conducted based on the processed statistics: the quality indicator of goods improved compared to the previous period. As recommendations, a system of automated quality control using artificial intelligence and computer vision technologies was developed to further improve the control processes and ensure high quality of goods.