Live pig feeding whole process safety tracing method based on dynamic pig face recognition

The invention provides a live pig feeding whole-process safety tracing method based on dynamic pig face recognition, and the method comprises the steps: firstly building a pig face recognition model based on a convolutional neural network according to pig face data; secondly, a growth cycle pig face...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: XU TAO, LIU YIFAN, CAI LEI, ZHAN WEIBO, WANG YANYAN, XIE JIAOLEI, HUANG MENGDAN, LIU GUO, CHAI HAOJIE
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The invention provides a live pig feeding whole-process safety tracing method based on dynamic pig face recognition, and the method comprises the steps: firstly building a pig face recognition model based on a convolutional neural network according to pig face data; secondly, a growth cycle pig face feature change tracking and matching mechanism is added into the pig face recognition model to obtain a dynamic pig face recognition model for tracking the growth cycle, meanwhile, a field video is obtained in real time, and according to the field video, the dynamic pig face recognition model for tracking the growth cycle is used to obtain a pig face recognition result; and finally, testing that the pig face is matched with the face stored in the database until the matching is successful, and displaying the pig traceability information on the interactive interface, otherwise, the traceability fails. According to the method, the pig face is dynamically recognized through the dynamic pig face recognition model which