등록
지속적 학습이 가능한 지능형 CCTV 장치 및 방법
- 발명자
-
윤현진, 한미경
- 출원번호
-
17235537 (2021.04.20)
- 공개번호
-
20210326654 (2021.10.21)
- 등록번호
- 11682213 (2023.06.20)
- 출원국
- 미국
- 협약과제
-
19MH1500, 5G 기반의 스마트시티 서비스 개발 및 실증,
한미경
- 초록
- The present disclosure provides a method and a device for training a neural network model for use in analyzing captured images, and an intelligent image capturing apparatus employing the same. The neural network model can be trained by performing the image reconstruction and the image classification using based on image data received from a plurality of image capturing devices installed in the monitoring area, calculating at least one loss function based on data processed by the neural network model or the neural network model training device, and determining parameters minimizing the loss function. In addition, the neural network model can be updated through the re-training taking into account the newly acquired image data. Accordingly, the image analysis neural network model can operate with high precision and accuracy.
- KSP 제안 키워드
- Image Analysis, Image classification, Image data, Image reconstruction, Network model, Precision and accuracy, Training device, Training image, high-precision, loss function, neural network, neural network model, re-training