GRNTI 47.61 Приборы для радиотехнических измерений
GRNTI 47.63 Системы и устройства отображения информации
BBK 302 Проектирование
The purpose of this work is to develop an intelligent system for recognizing traffic signals. To achieve this, DetectNet was applied, using an interface for learning, which was developed by NVIDIA. With their help, the disadvantages of this approach were identified, and therefore it was necessary to consider another option for solving this problem.
computer vision, classification, neural networks, object recognition, object detection
1. NVIDIA DRIVE – Software: [Elektronnyj resurs] URL: https://developer.nvidia.com/drive/drive-software#driveworks (Data obrashcheniya: 10.10.2020)
2. NVIDIA Developer Blog: [Elektronnyj resurs] URL: https://developer.nvidia.com/blog/detectnet-deep-neural-network-object-detection-digits/ (Data obrashcheniya: 10.10.2020)
3. Pramod Singh, Avinash Manure. Learn TensorFlow 2.0. Apress. 2020.