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    3D MNIST Image Classification

    Algorithm | CV | Classification | 3D | Accuracy

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    Setup D-0

     

    Private 9위 0.95632, 3D rotation + Conv3d Model

    전미인
    2022.09.25 17:07 2,343 Views language
    comments 0

    안녕하세요
    개발환경은 캐글 노트북을 사용했습니다
    우선 모델은 Conv3d를 이용한 모델을 만들어 사용하였고
    데이터는 일정 확률로 random rotation 이 되게 하여
    5fold로 훈련을 하고 마지막에 ensemble을 시행하였습니다.
    저는 훈련에 시간이 많이 걸려 각 fold마다 따로 런타임을 실행했습니다

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    Private 2위 (0.9831), PCA + Noisy Student B7
    Competition - 월간 데이콘 숫자 3D 이미지 분류 AI 경진대회
    Likes 15
    Views 2,871
    Comments 0
    3yr ago
    Current
    Private 9위 0.95632, 3D rotation + Conv3d Model
    Competition - 월간 데이콘 숫자 3D 이미지 분류 AI 경진대회
    Likes 6
    Views 2,343
    Comments 0
    3yr ago
    Next
    Private 8위 0.96017, EfficientNetB0, PCA 3d to 2d
    Competition - 월간 데이콘 숫자 3D 이미지 분류 AI 경진대회
    Likes 9
    Views 2,360
    Comments 1
    3yr ago