MODELS OF OBJECT DETECTION SYSTEM IN VIDEO STREAMS ON A MOBILE DEVICE
Keywords:
digital camera, recognition errors, resolutionAbstract
This article discusses the models of object detection systems in video streams on a mobile device and the principles of their operation. Important aspects of cameras for detecting objects on mobile devices are mentioned. In order to increase accuracy, it is recommended to work on errors and take measures to eliminate them.
References
Arlazarov V.V., Zhukovsky A., Krivtsov V., Nikolaev D., Polevoy D. “Analysis of using stationary and mobile small-scale digital cameras for document recognition “ // Information technologies and computation systems. – 2014. – № 3. – P. 71-78.
Bulatov K., Arlazarov V.V., Chernov T., Slavin O., Nikolaev D. “Smart IDReader: Document Recognition in Video Stream” // 14th IAPR International Conference on Document Analysis and Recognition (ICDAR). – 2017. –V. 6, – P. 39-44.
Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, and I. Polosukhin, “Attention is all you need,” in Advances in neural information processing systems, 2017, pp. 5998–6008.
Z. Tian, C. Shen, H. Chen, and T. He, “Fcos: Fully convolutional one-stage object detection,” in Proceedings of the IEEE/CVF International Conference on Computer Vision, 2019, pp. 9627–9636
X. Zhu, W. Su, L. Lu, B. Li, X. Wang, and J. Dai, “Deformable detr: Deformable transformers for end-to-end object detection,” arXiv preprint arXiv:2010.04159, 2020.
Кодиров, Э. С. У., & Халилов, З. Ш. (2020). Возможности и преимущества искусственного интеллекта (ИИ) и логических вычислений. Universum: технические науки, (6-1 (75)), 18-21.
Кодиров, Э. С. У., & Халилов, З. Ш. (2020). Взаимосвязи и различия между “deep learning” и “machine learning”. Universum: технические науки, (7-1 (76)), 23-25.
Okhunov, M., & Minamatov, Y. (2021). Application of Innovative Projects in Information Systems. European Journal of Life Safety and Stability (2660-9630), 11, 167-168.
Минаматов, Ю. (2021). УМНЫЕ УСТРОЙСТВА И ПРОЦЕССЫ В ИХ ПРАКТИЧЕСКОЙ ЭКСПЛУАТАЦИИ. Eurasian Journal of Academic Research, 1(9), 875-879.