• transfer learning, use EfficientNet fine-tune to fit Stanford Dogs, in Mandarin

  • Aug 8 2023
  • Length: 1 hr and 15 mins
  • Podcast

transfer learning, use EfficientNet fine-tune to fit Stanford Dogs, in Mandarin By cover art

transfer learning, use EfficientNet fine-tune to fit Stanford Dogs, in Mandarin

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  • Summary

  • transfer learning in Mandarin: 迁移学习，用预训练好的权重， EfficientNet, 不要top, 只有权重，冻结权重， 再建立自己的top, 训练后， 再把 后20层 非BN层的 解冻，改为可以训练权重， 再训练10个epo, 达到令人满意的准确度，而耗用的资源/计算力 非常有限
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