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sjvasquez / handwriting-synthesis

Handwriting Synthesis with RNNs ✏️
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Can we use for other languages ? #12

Open Rahulvks opened 6 years ago

Rahulvks commented 6 years ago

Hi @sjvasquez Nice one

Can we do Handwriting Synthesis for other languages.Am interested to implement for Tamil language Tamil. If possible kindly let us know.

sjvasquez commented 6 years ago

You'd have to collect training data similar to the data used for this project (http://www.fki.inf.unibe.ch/databases/iam-on-line-handwriting-database) and retrain the model.

That said, how well it would work will depend on some aspects of the language itself. For instance, it will work best if the language uses a small alphabet.

hasan9090 commented 5 years ago

You'd have to collect training data similar to the data used for this project (http://www.fki.inf.unibe.ch/databases/iam-on-line-handwriting-database) and retrain the model.

That said, how well it would work will depend on some aspects of the language itself. For instance, it will work best if the language uses a small alphabet.

Inspecting the IAM dataset I recognized that it has full sentence sequences as input strokes and ascii coding. I am also interested in training the network for other languages, however the data I have consists only of words rather than whole sequences. Would it be possible to train it on single words in other languages only or does it really rely on sequences?

Also, would I have to train the network anew or could use the pretrained model for english if say the language to be trained is also from the almost same alphabet and has similarities to English?

Kind regards

hasan9090 commented 5 years ago

Hi @sjvasquez Nice one

Can we do Handwriting Synthesis for other languages.Am interested to implement for Tamil language Tamil. If possible kindly let us know.

have you meanwhile been able to train it for other languages?

espetro commented 4 years ago

Hello there,

I have recently created a Google Colab Notebook in which I go through all the steps to download and preprocess the data, as well as training the model and doing qualitative testing on a trained model.

If you have any suggestions or doubts, please don't bother to tell me! 😃

chatgptcoderhere commented 3 years ago

Hello there,

I have recently created a Google Colab Notebook in which I go through all the steps to download and preprocess the data, as well as training the model and doing qualitative testing on a trained model.

If you have any suggestions or doubts, please don't bother to tell me! 😃

I get this error when I try to run the notebook. I mean, I am just executing the notebook cells and giving correct credentials but how do I solve this issue?

ModuleNotFoundError Traceback (most recent call last)

in () ----> 1 from iam_dataset import IAMDataset 2 from prepare_data import main 3 from rnn import train_rnn 4 5 import numpy as np ModuleNotFoundError: No module named 'iam_dataset' --------------------------------------------------------------------------- NOTE: If your import is failing due to a missing package, you can manually install dependencies using either !pip or !apt.