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    Hand Writing (Number) Classification AI hackathon

    Algorithm | CV | Classification | Control | Accuracy

    • moneyIcon Prize : 참가시 최소 50 XP, 특별상 데이콘 후드
    • 2024.04.08 ~ 2024.04.29 23:59 + Google Calendar
    • 489 Users Completed
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    PV 15등 Se-ResNet, (cutmix, morphology Aug)

    ingbeeeded
    2021.11.29 17:19 3,992 Views language
    comments 0

    안녕하세요 코드 공유합니다
    28x28임을 감안하면, torchvision이나 timm은 224x224에 맞춰졌기 때문에 적절하지가 않아서
    깊지 않는 네트워크 중 Se-ResNet 오픈소스 네트워크를 이용해서 훈련을 했습니다
    데이터가 많지 않아, 여러 Augmentation을 적용했는데 주요 Augmentation은 cutmix, morphology(dilation, erosion, 침식 팽창)을 이용했습니다
    마지막에 tta를 섞으니 점수가 더 잘 나왔습니다
    감사합니다

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    스코어(0.944) 코드 내용 공유드립니다.
    Competition - 손 글씨 (숫자) 분류 AI 해커톤
    Likes 7
    Views 4,342
    Comments 3
    4yr ago
    Current
    PV 15등 Se-ResNet, (cutmix, morphology Aug)
    Competition - 손 글씨 (숫자) 분류 AI 해커톤
    Likes 6
    Views 3,992
    Comments 0
    4yr ago
    Next
    [TDA] 숫자들을 기하학적으로 분석해보자. 근데 이제 호몰로지를 곁들인...
    Competition - 손 글씨 (숫자) 분류 AI 해커톤
    Likes 24
    Views 18,553
    Comments 5
    4yr ago