Web browser app that recognize the kana that you draw
This is an unofficial project solely intended for personal learning and research about deep learning
- The accuracy is poor because it wasn't trained on a lot of data
Go in the app folder
`$ cd app`
Then type
`$ http-server`
This will create a local website available at the address in your terminal
Draw the kana into the canva, the top five results will appear in the sidebar with their probabilities to be the kana.
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I used the 7500-unique-kana-image dataset to train the model.
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The code to train the model is kanaReader.ipynb notebook
I created 2 python scripts :
- One to put each kana in the folder of his category
- One to create a validation dataset