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Is there any performance comparison with clovaai/deep-text-recognition-benchmark #14

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LLC opened this issue Aug 31, 2021 · 1 comment

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@LLC
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LLC commented Aug 31, 2021

Hi, I trained two text recognition models (my own data) using following repos:
[1] clovaai/deep-text-recognition-benchmark
[2] roatienza/deep-text-recognition-benchmark

but [1] got better accuracy ([1] accuracy: 0.94, [2] accuracy: 0.85)
Is there any performance comparison with [1] on open dataset?
Is there any suggestion that I need to aware?
Thanks a lot.

@roatienza
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There are various techniques that can be used to improve the performance of transformer based models. The simplest is training on a large dataset to overcome the lack of inductive bias in transformers. There are many large synthetic STR datasets that you can use to do this.

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