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the best models case insensitive? #7
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Yes. the model is case-insensitive. |
I just uploaded the case-sensitive model. please check here
If you want a more accurate case sensitive model, fine-tuning this model with your own data or more cleaned case sensitive data. Best. |
thanks |
I forgot to notify one thing. |
@ku21fan Thanks for your great job. I have a question: Best. |
@solitaire2015 After validation checks for each bounding box, Our model was trained on [a] with case insensitive mode, Best. |
@ku21fan That's great, thank you very much. |
@solitaire2015 I just uploaded [b] as 'ST_spe.zip' at here |
@ku21fan I trained the model on I trained this model on two 1080Ti, selected the best combination, TPS + ResNet + BiLSTM + Attn, for some reasons I add one convolutional layer at the end of ResNet feature extractor to keep the output width to be 25(26 before), I test the model on IIIT5k 3000, after filtering special characters and converting lower case to upper case, I got total accuracy: 88.5%, a little bit lower than yours 90%. I investigate some failure cases of IIIT5K, some special characters are treated as alphanumeric characters, I think it's the reason why the sensitive model is more accurate than the insensitive model. Best. |
Hi @solitaire2015, did you use grayscale or rgb mode for your input images? |
@alwc I use grayscale images. |
the best models case insensitive?can you give case sensitive best models?
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