add external links and citing to README.md
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README.md
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@@ -79,4 +79,25 @@ def crop_dm_code(example: dict, square_side: int = 200, square_padding: int = 25
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dataset = datasets.load_dataset("shortery/dm-codes")
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dataset = dataset.map(crop_dm_code)
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```
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dataset = datasets.load_dataset("shortery/dm-codes")
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dataset = dataset.map(crop_dm_code)
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```
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## DataMatrix Image Reconstruction to Enhance Decodability
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This dataset is a part of the Diploma thesis <https://is.muni.cz/th/ppu25/dp-dmcodes-thesis.pdf>.
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This thesis compares various encoder-decoder CNNs to enhance the DM code image quality before decoding it with a code reader.
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The code is available on GitHub <https://github.com/shortery/dp-dm-codes>.
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## Citing
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```
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@thesis{dmcodes-thesis,
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author = {Petra Krátká},
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title = {DataMatrix Image Reconstruction to Enhance Decodability},
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address = {Brno},
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year = {2024},
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school = {Masaryk University, Faculty of Informatics},
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type = {Diploma thesis},
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url = {https://is.muni.cz/th/ppu25/dp-dmcodes-thesis.pdf},
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}
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```
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