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Media-Smart / vedastr

A scene text recognition toolbox based on PyTorch
Apache License 2.0
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Comparing ResNet-FC vs ResNet-CTC #1

Closed alwc closed 4 years ago

alwc commented 4 years ago

Hi folks,

The code of this repo is quite clean! Good job. I'm just wondering do you have the results for ResNet-CTC? I'm curious whether it is worth spending extra time training the model with CTC (i.e. I can't figure out how to train CTC with mixed-precision). Thanks!

ChaseMonsterAway commented 4 years ago

@alwc Hi, You can get the performance of ResNet-CTC in What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis.

alwc commented 4 years ago

@ChaseMonsterAway Am I correct to say that your ResNet-FC model is better than the ResNet-CTC model in the paper?

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ChaseMonsterAway commented 4 years ago

@alwc We increase the channels of ResNet in ResNet-FC. So i'm not sure whether ResNet-CTC will get better performance when increase the channels of ResNet.