Any tricks to avoid overfitting?

lsvih / Sliding-Convolution

Pytorch implementation of "Scene Text Recognition with Sliding Convolutional Character Models"

MIT License

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Closed Pamikk closed 4 years ago

Pamikk commented 5 years ago

训练集上准确率差不多到90多了，测试集还只有50多orz...

lsvih commented 5 years ago

@snilloO 你好，事实上这个问题并不好解决，因为模型参数相对于我们用的 IIIT5K 数据集（2000 个训练样本）过于多了。不过您可以参考 https://github.com/bgshih/crnn/issues/5#issuecomment-202773208 的评测方法。

Pamikk commented 5 years ago