title: ÐÑÐ³Ð°Ð½Ð¸Ð·Ð°ÑÐ¸Ñ ÑÐ¸ÑÑÐ¾Ð²Ð¾Ð¹ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ¸ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð² Ð¸ÑÐ¿ÑÑÐ°Ð½Ð¸Ñ Ð½Ð° ÑÐ´Ð°ÑÐ½ÑÐ¹ Ð¸Ð·Ð³Ð¸Ð± Ð¿Ð°Ð´Ð°ÑÑÐ¸Ð¼ Ð³ÑÑÐ·Ð¾Ð¼ Ð² Ð¼ÐµÑÐ°Ð»Ð»ÑÑÐ³Ð¸ÑÐµÑÐºÐ¸Ñ Ð»Ð°Ð±Ð¾ÑÐ°ÑÐ¾ÑÐ¸ÑÑ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Organization of digital processing of results of DWTT in metallurgical laboratories
Creators: name: ÐÐ°ÑÐ¿Ð¾Ð², ÐÐ²Ð°Ð½
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: Ð´Ð¾Ð»Ñ Ð²ÑÐ·ÐºÐ¾Ð¹ ÑÐ¾ÑÑÐ°Ð²Ð»ÑÑÑÐµÐ¹ Ð² Ð¸Ð·Ð»Ð¾Ð¼Ðµ
Ð¸ÑÐ¿ÑÑÐ°Ð½Ð¸Ðµ Ð¿Ð°Ð´Ð°ÑÑÐ¸Ð¼ Ð³ÑÑÐ·Ð¾Ð¼
Ð½ÐµÐ¹ÑÐ¾Ð½Ð½ÑÐµ ÑÐµÑÐ¸
Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¸Ð·Ð¾Ð±ÑÐ°Ð¶ÐµÐ½Ð¸Ð¹
ÑÐ¸ÑÑÐ¾Ð²Ð°Ñ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ°
Ð¼Ð°ÑÐ¸Ð½Ð½Ð¾Ðµ Ð¾Ð±ÑÑÐµÐ½Ð¸Ðµ
Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ðµ Ð¾Ð±ÑÐµÐºÑÐ¾Ð² Ð² ÑÐµÐ°Ð»ÑÐ½Ð¾Ð¼ Ð²ÑÐµÐ¼ÐµÐ½Ð¸
Ð´Ð°ÑÐ°ÑÐµÑ
impact strength characterization in a medium
impact testing of falling weights
neural networks
image processing
digital processing
machine learning
real-time object detection
dataset

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description: The work is devoted to the development of a prototype mobile application for determining the visual characteristic of damage â impact strength characterization in a medium (ISCM) using artificial intelligence (analysis of neural networks) and machine vision. The relevance of the work is conditioned by the requirements for increasing the productivity of metallurgical laboratories, especially the automation of routine processes of processing the results of mechanical impact testing with a falling weight. To achieve the set goals, it is necessary to solve the following tasks: 1. Data markup. 2. Training of neural network analysis on the marked dataset. 3. Development of a prototype mobile application. The practical significance of the work consists of reducing the workload of operators in metallurgical laboratories, reducing the time for processing the results of impact testing with a falling weight, reducing the human factor in processing the results of mechanical testing. The subject of the research is brittle and ductile cracks on the fracture surface of a metal specimen after DWTT.