Russian Federation
This article examines the experience of creating a dataset for assigning grades to round coniferous timber using the YOLO (You Only Look Once) neural network, designed to work with objects in images. We will use Label Studio to mark up named entities. These libraries and tools use the Python programming language version 3.7.
computer vision, software tools, YOLO, Label Studio, markup, wood grade
1. Asadov, H. G. Modelirovanie temperaturnogo polya pri lesnyh pozharah / H. G. Asadov, G. Z. Bayramov // Modelirovanie sistem i processov. – 2024. – T. 17, № 4. – S. 7-15. – DOIhttps://doi.org/10.12737/2219-0767-2024-17-4-7-15. – EDN ECSUWP.
2. Bugaev, Yu. V. Analiz modeley i algoritmov optimizacii raskroya odnomernyh lesomaterialov / Yu. V. Bugaev, L. A. Korobova, I. Yu. Shurupova // Modelirovanie sistem i processov. – 2024. – T. 17, № 4. – S. 23-31. – DOIhttps://doi.org/10.12737/2219-0767-2024-17-4-23-31. – EDN MRHWHP.
3. Gribanov, A. A. Modelirovanie processa kombinirovannogo poliva s ispol'zovaniem elektrohimicheski aktivirovannoy vody v teplicah / A. A. Gribanov, A. A. Mescheryakova, A. V. Starikov // Modelirovanie sistem i processov. – 2024. – T. 17, № 4. – S. 31-42. – DOIhttps://doi.org/10.12737/2219-0767-2024-17-4-31-42. – EDN ZTAVIF.
4. Komp'yuternoe modelirovanie rabotosposobnosti elektricheskoy shemy v sistemah avtomatizacii proektirovaniya / V. K. Zol'nikov, S. V. Stoyanov, E. V. Shmakov, N. N. Litvinov // Modelirovanie sistem i processov. – 2024. – T. 17, № 3. – S. 26-36. – DOIhttps://doi.org/10.12737/2219-0767-2024-24-34. – EDN EJJKJP.
5. Imitacionnoe modelirovanie deformativnyh pokazateley vedomstvennyh avtomobil'nyh dorog, ukreplennyh shlakosilikatnym vyazhuschim / I. A. Vikulin, V. V. Zinov'eva, O. S. Nikul'cheva [i dr.] // Modelirovanie sistem i processov. – 2024. – T. 17, № 2. – S. 24-31. – DOIhttps://doi.org/10.12737/2219-0767-2024-17-2-24-31. – EDN JPHRZY.
6. Minakova, O. V. Povyshenie effektivnosti raboty v proektah open sourse na osnove arhitekturnogo analiza (na primere proekta Sahana) / O. V. Minakova, I. V. Pocebneva, P. Yu. Gusev // Modelirovanie sistem i processov. – 2024. – T. 17, № 1. – S. 84-92. – DOIhttps://doi.org/10.12737/2219-0767-2024-17-1-84-92. – EDN NZNSKM.
7. Kotlyarov, V. V. Metody zaschity cifrovyh ustroystv na baze PLIS ot ioniziruyuschego izlucheniya v usloviyah kosmicheskogo prostranstva / V. V. Kotlyarov, A. V. Shevchenko, V. I. Anciferova // Modelirovanie sistem i processov. – 2024. – T. 17, № 4. – S. 59-67. – DOIhttps://doi.org/10.12737/2219-0767-2024-17-4-59-67. – EDN QUDAPD.
