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I created a text classifier, which is able to detect language of handwritten document based on images. Dataset contains handwritten text in four languages: Bangla , Kannada, Oriya, Persian.

Here is sample dataset:
image

I used the lesson 1 notebook. With resnet50, accuracy of classification is ~97%.

Here is the prediction top losses:

and this is confusion matrix:

image

I used dataset provided by authors of this paper.

Next step would be to include other Indian languages and improve the classifier.

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