Mouse face video data set making system and method for deep learning

The invention provides a mouse face video data set production system and method for deep learning, and the method comprises the steps: collecting mouse face video data through an infrared camera, connecting a PC end video processing module, and transmitting and storing the video data in the PC end v...

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Bibliographische Detailangaben
Hauptverfasser: JEON JEONG-JEONG, SONG DA, QING HONG, LI DANYANG, TANG YUANHONG, NI JUNJUN, HOU XIAOSEN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a mouse face video data set production system and method for deep learning, and the method comprises the steps: collecting mouse face video data through an infrared camera, connecting a PC end video processing module, and transmitting and storing the video data in the PC end video processing module; the experiment condition control module sends a stimulation condition to the mouse and sends a level signal to the Arduino development board; the Arduino development board sends pin feedback information to the PC end video processing module, the PC end video processing module controls the infrared camera based on an OpenCV library, and color labels are marked in video frames in real time. The data set making method and system provided by the invention are automatic processes, only a video data storage path needs to be provided, the problem of high time and labor cost caused by manual annotation is solved, and the making efficiency and quality of the data set are greatly improved. 本发明提出一种用于深度