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Deep learning script for ETL9G using Chainer

Requirement

Usage

Download dataset

Download ETL9 dataset from http://etlcdb.db.aist.go.jp/.
You need registration to download.
After registration, download ETL9G.zip, extract it, and put ETL9G_nn files into dataset directory.

Convert dataset

$ python convert_dataset.py dataset dataset

It takes about 10 minutes. After this, you get dataset/etl9g.pkl as training dataset file.

Train DCGAN model

$ python src/train_dcgan.py -g 0 -o model/dcgan --out_image_dir image/dcgan

It takes about 25 minutes for 1 epoch on GTX 970.

Generate image using DCGAN model

$ python src/generate_dcgan.py -m model/trained.gen.model -t あいうえお -c utf-8 -o image/gen.png

Generated image sample

Generated after 50 epoch training
generated image sample

License

MIT

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ETL9 recognition using Chainer

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  • Python 100.0%