• 专利标题: SITUATION AWARENESS METHOD AND DEVICE USING IMAGE SEGMENTATION
  • 申请号: US16557859
    申请日: 2019-08-30
  • 公开(公告)号: US20200074239A1
    公开(公告)日: 2020-03-05
  • 发明人: Byeol Teo PARKHan Keun KIMDong Hoon KIM
  • 申请人: Seadronix Corp.
  • 优先权: KR10-2018-0165857 20181220; KR10-2018-0165858 20181220; KR10-2018-0165859 20181220
  • 主分类号: G06K9/62
  • IPC分类号: G06K9/62 G06K9/00 G06N3/08
SITUATION AWARENESS METHOD AND DEVICE USING IMAGE SEGMENTATION
摘要:
A method for learning a neural network performed by a computing means wherein the neural network receives a marine image and outputs information about a type and a distance of at least one object included in the marine image is provided. The method comprises: obtaining a marine image including a sea and an obstacle; obtaining a labelling data generated based on the marine image; obtaining an output data by using a neural network, wherein the neural network receives the marine image and outputs the output data; calculating an error value by using the labelling data and the output data; and updating the neural network based on the error value; wherein the labelling data and the output data are determined by a combination of information about a type and a distance of an object.
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