Key Technology and System Development of Vision-based Fishing Vessel Supervision
The intelligence in the supervision of small fishing boats is limited at present,relying on manual inspection methods,which may result in omissions and errors,posing potential safety hazards in fisheries.In this paper,firstly,several deep learning models are constructed for the supervision of small fishing vessels.Secondly,an entry and exit supervision system for fishing vessels is developed,achieving the intelligence of fisheries management.Finally,the supervision system was successfully deployed,promoting the intelligence of fisheries production supervision in Changdao,Yantai.The system in-tegrates the models of target detection of fishing vessels and personnel,identification of vessel license plates,life jacket wearing detection,and interfaces with the information of annual examination of fishing vessels and the database of prohibit-ed periods of fishing vessels.
deep learningtarget detectiontarget trackingship license plate recognitionimage classification
万方数据
维普
