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clovaai / deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods, ICCV 2019
Apache License 2.0
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(Attn-RGB / CTC-RGB) case-sensitive pretrained models #147

Open information-security opened 4 years ago

information-security commented 4 years ago

@ku21fan Thanks for sharing this wonderful work. You did really a good job.

I need to do transfer learning to train the model with a small dataset of mine and in the meantime I have low computation power so that I can't train the model with large datasets that authors have used. So far I could get good results with current pretrained models but I would like to test my dataset with CTC and more importantly with RGB configs to see if I can get any improvements.

I was wondering if anyone have already trained the model with CTC-case-sensitive or RGB-Attn-case-sensitive config that could share it? In short, following pretrained models are really useful to be shared with public:

TPS-ResNet-BiLSTM-Attn-case-sensitive-RGB.pth TPS-ResNet-BiLSTM-CTC-case-sensitive.pth TPS-ResNet-BiLSTM-CTC-case-sensitive-RGB.pth

ya0002 commented 3 years ago

@ku21fan Thanks for sharing this wonderful work. You did really a good job.

I need to do transfer learning to train the model with a small dataset of mine and in the meantime I have low computation power so that I can't train the model with large datasets that authors have used. So far I could get good results with current pretrained models but I would like to test my dataset with CTC and more importantly with RGB configs to see if I can get any improvements.

I was wondering if anyone have already trained the model with CTC-case-sensitive or RGB-Attn-case-sensitive config that could share it? In short, following pretrained models are really useful to be shared with public:

TPS-ResNet-BiLSTM-Attn-case-sensitive-RGB.pth TPS-ResNet-BiLSTM-CTC-case-sensitive.pth TPS-ResNet-BiLSTM-CTC-case-sensitive-RGB.pth

Hi, did you find any RGB models?

information-security commented 3 years ago

@yusufjamal2773 Hi, Unfortunately I couldn't find any of the mentioned models to this date.