| DC Field | Value | Language |
|---|
| dc.contributor.author | Mikhailov, V. | - |
| dc.contributor.author | Sobolevskii, V. | - |
| dc.date.accessioned | 2021-11-08T07:50:03Z | - |
| dc.date.available | 2021-11-08T07:50:03Z | - |
| dc.date.issued | 2021 | - |
| dc.identifier.citation | Mazouka, D. Reindeer Recognition and Counting System Based on Aerial Images and Convolutional Neural Networks / Mikhailov V., Sobolevskii V. // Pattern Recognition and Information Processing (PRIP'2021) = Распознавание образов и обработка информации (2021) : Proceedings of the 15th International Conference, 21–24 Sept. 2021, Minsk, Belarus / United Institute of Informatics Problems of the National Academy of Sciences of Belarus. – Minsk, 2021. – P. 89–91. | ru_RU |
| dc.identifier.uri | https://libeldoc.bsuir.by/handle/123456789/45849 | - |
| dc.description.abstract | Described animal recognition and counting system based on convolutional neural networks with MRCNN architecture. Initial training of the network is performed using a basic array of MS COCO images, and additional training is performed using an array of aerial photographs of reindeer herds. A webinterface of the system has been developed. The error of counting reindeer in the image from the verification sample is about 13%. | ru_RU |
| dc.language.iso | en | ru_RU |
| dc.publisher | UIIP NASB | ru_RU |
| dc.subject | материалы конференций | ru_RU |
| dc.subject | conference proceedings | ru_RU |
| dc.subject | reindeer | ru_RU |
| dc.subject | recognition | ru_RU |
| dc.subject | convolutional neural networks | ru_RU |
| dc.subject | aerial imagery | ru_RU |
| dc.title | Reindeer Recognition and Counting System Based on Aerial Images and Convolutional Neural Networks | ru_RU |
| dc.type | Статья | ru_RU |
| Appears in Collections: | Pattern Recognition and Information Processing (PRIP'2021) = Распознавание образов и обработка информации (2021)
|
